From b2c6fa5ae2bf6b69689fe696075d248a47a3b156 Mon Sep 17 00:00:00 2001
From: kingwil <5839248+kingwil@users.noreply.github.com>
Date: Thu, 15 Oct 2026 15:37:07 +0100
Subject: [PATCH 1/3] Fix Defender XDR workbook queries and visualizations in
 3.2.2

Preserve user-tested Notebook edits and stable IDs. Record fresh reviewed-update evidence separately from historical migration receipts, retain existing solution content and attribution, regenerate with V3.1, and add a short release note. Automatic ARM-TTK still fails inner-template extraction; no new live qualification claimed.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
---
 .../Data/Solution_Microsoft Defender XDR.json |    2 +-
 .../Microsoft Defender XDR/Package/3.2.2.zip  |  Bin 0 -> 554970 bytes
 .../Package/mainTemplate.json                 | 1408 +++++-----
 .../Microsoft Defender XDR/ReleaseNotes.md    |    1 +
 .../SolutionMetadata.json                     |    2 +-
 .../MicrosoftDefenderForEndPoint.json         |  483 +++-
 .../MicrosoftDefenderForIdentity.json         |  530 +++-
 ...nderForOffice365detectionsandinsights.json | 2393 ++++++++++++++++-
 8 files changed, 4107 insertions(+), 712 deletions(-)
 create mode 100644 Solutions/Microsoft Defender XDR/Package/3.2.2.zip

diff --git a/Solutions/Microsoft Defender XDR/Data/Solution_Microsoft Defender XDR.json b/Solutions/Microsoft Defender XDR/Data/Solution_Microsoft Defender XDR.json
index b885e61138a..3297c4eb82c 100644
--- a/Solutions/Microsoft Defender XDR/Data/Solution_Microsoft Defender XDR.json	
+++ b/Solutions/Microsoft Defender XDR/Data/Solution_Microsoft Defender XDR.json	
@@ -443,7 +443,7 @@
     "Workbooks/MicrosoftDefenderForIdentity.json"
   ],
   "BasePath": "C:\\GitHub\\Azure-Sentinel\\Solutions\\Microsoft Defender XDR",
-  "Version": "3.2.1",
+  "Version": "3.2.2",
   "Metadata": "SolutionMetadata.json",
   "TemplateSpec": true,
   "StaticDataConnectorIds": [
diff --git a/Solutions/Microsoft Defender XDR/Package/3.2.2.zip b/Solutions/Microsoft Defender XDR/Package/3.2.2.zip
new file mode 100644
index 0000000000000000000000000000000000000000..11510632d2c50bf2e7dce7247479539d00c813eb
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diff --git a/Solutions/Microsoft Defender XDR/Package/mainTemplate.json b/Solutions/Microsoft Defender XDR/Package/mainTemplate.json
index 1b0a946dcd3..f4adebb63d1 100644
--- a/Solutions/Microsoft Defender XDR/Package/mainTemplate.json	
+++ b/Solutions/Microsoft Defender XDR/Package/mainTemplate.json	
@@ -92,7 +92,7 @@
     "email": "support@microsoft.com",
     "_email": "[variables('email')]",
     "_solutionName": "Microsoft Defender XDR",
-    "_solutionVersion": "3.2.1",
+    "_solutionVersion": "3.2.2",
     "solutionId": "azuresentinel.azure-sentinel-solution-microsoft365defender",
     "_solutionId": "[variables('solutionId')]",
     "uiConfigId1": "MicrosoftThreatProtection",
@@ -2351,7 +2351,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Microsoft Defender XDR data connector with template version 3.2.1",
+        "description": "Microsoft Defender XDR data connector with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('dataConnectorVersion1')]",
@@ -2855,7 +2855,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "PossiblePhishingwithCSL&NetworkSession_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "PossiblePhishingwithCSL&NetworkSession_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject1').analyticRuleVersion1]",
@@ -2975,6 +2975,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Account",
                     "fieldMappings": [
                       {
                         "columnName": "InitiatingProcessAccountUpn",
@@ -2988,10 +2989,10 @@
                         "columnName": "InitiatingProcessAccountDomain",
                         "identifier": "UPNSuffix"
                       }
-                    ],
-                    "entityType": "Account"
+                    ]
                   },
                   {
+                    "entityType": "Account",
                     "fieldMappings": [
                       {
                         "columnName": "RecipientEmailAddress",
@@ -3005,10 +3006,10 @@
                         "columnName": "RecipientEmailUPNSuffix",
                         "identifier": "UPNSuffix"
                       }
-                    ],
-                    "entityType": "Account"
+                    ]
                   },
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -3022,26 +3023,25 @@
                         "columnName": "HostNameDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   },
                   {
+                    "entityType": "IP",
                     "fieldMappings": [
                       {
                         "columnName": "SourceIP",
                         "identifier": "Address"
                       }
-                    ],
-                    "entityType": "IP"
+                    ]
                   },
                   {
+                    "entityType": "IP",
                     "fieldMappings": [
                       {
                         "columnName": "DestinationIP",
                         "identifier": "Address"
                       }
-                    ],
-                    "entityType": "IP"
+                    ]
                   }
                 ]
               }
@@ -3098,7 +3098,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "SUNSPOTHashes_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "SUNSPOTHashes_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject2').analyticRuleVersion2]",
@@ -3141,6 +3141,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -3154,10 +3155,10 @@
                         "columnName": "HostNameDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   },
                   {
+                    "entityType": "Account",
                     "fieldMappings": [
                       {
                         "columnName": "InitiatingProcessAccountUpn",
@@ -3171,8 +3172,7 @@
                         "columnName": "InitiatingProcessAccountDomain",
                         "identifier": "UPNSuffix"
                       }
-                    ],
-                    "entityType": "Account"
+                    ]
                   }
                 ]
               }
@@ -3229,7 +3229,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "PotentialBuildProcessCompromiseMDE_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "PotentialBuildProcessCompromiseMDE_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject3').analyticRuleVersion3]",
@@ -3272,6 +3272,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "HostName",
@@ -3281,10 +3282,10 @@
                         "columnName": "HostNameDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   },
                   {
+                    "entityType": "Account",
                     "fieldMappings": [
                       {
                         "columnName": "FileEditUpn",
@@ -3298,8 +3299,7 @@
                         "columnName": "FileEditDomain",
                         "identifier": "UPNSuffix"
                       }
-                    ],
-                    "entityType": "Account"
+                    ]
                   }
                 ]
               }
@@ -3356,7 +3356,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "SolarWinds_TEARDROP_Process-IOCs_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "SolarWinds_TEARDROP_Process-IOCs_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject4').analyticRuleVersion4]",
@@ -3402,6 +3402,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -3415,10 +3416,10 @@
                         "columnName": "HostNameDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   },
                   {
+                    "entityType": "Account",
                     "fieldMappings": [
                       {
                         "columnName": "InitiatingProcessAccountUpn",
@@ -3432,10 +3433,10 @@
                         "columnName": "InitiatingProcessAccountDomain",
                         "identifier": "UPNSuffix"
                       }
-                    ],
-                    "entityType": "Account"
+                    ]
                   },
                   {
+                    "entityType": "FileHash",
                     "fieldMappings": [
                       {
                         "columnName": "HashAlgorithm",
@@ -3445,8 +3446,7 @@
                         "columnName": "InitiatingProcessSHA1",
                         "identifier": "Value"
                       }
-                    ],
-                    "entityType": "FileHash"
+                    ]
                   }
                 ]
               }
@@ -3503,7 +3503,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "SolarWinds_SUNBURST_Network-IOCs_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "SolarWinds_SUNBURST_Network-IOCs_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject5').analyticRuleVersion5]",
@@ -3549,6 +3549,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -3562,10 +3563,10 @@
                         "columnName": "HostNameDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   },
                   {
+                    "entityType": "Account",
                     "fieldMappings": [
                       {
                         "columnName": "InitiatingProcessAccountUpn",
@@ -3579,28 +3580,28 @@
                         "columnName": "InitiatingProcessAccountDomain",
                         "identifier": "UPNSuffix"
                       }
-                    ],
-                    "entityType": "Account"
+                    ]
                   },
                   {
+                    "entityType": "IP",
                     "fieldMappings": [
                       {
                         "columnName": "RemoteIP",
                         "identifier": "Address"
                       }
-                    ],
-                    "entityType": "IP"
+                    ]
                   },
                   {
+                    "entityType": "URL",
                     "fieldMappings": [
                       {
                         "columnName": "RemoteUrl",
                         "identifier": "Url"
                       }
-                    ],
-                    "entityType": "URL"
+                    ]
                   },
                   {
+                    "entityType": "FileHash",
                     "fieldMappings": [
                       {
                         "columnName": "HashAlgorithm",
@@ -3610,8 +3611,7 @@
                         "columnName": "InitiatingProcessMD5",
                         "identifier": "Value"
                       }
-                    ],
-                    "entityType": "FileHash"
+                    ]
                   }
                 ]
               }
@@ -3668,7 +3668,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "SolarWinds_SUNBURST_&_SUPERNOVA_File-IOCs_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "SolarWinds_SUNBURST_&_SUPERNOVA_File-IOCs_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject6').analyticRuleVersion6]",
@@ -3714,6 +3714,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -3727,10 +3728,10 @@
                         "columnName": "HostNameDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   },
                   {
+                    "entityType": "Account",
                     "fieldMappings": [
                       {
                         "columnName": "InitiatingProcessAccountUpn",
@@ -3744,10 +3745,10 @@
                         "columnName": "InitiatingProcessAccountDomain",
                         "identifier": "UPNSuffix"
                       }
-                    ],
-                    "entityType": "Account"
+                    ]
                   },
                   {
+                    "entityType": "FileHash",
                     "fieldMappings": [
                       {
                         "columnName": "HashAlgorithm",
@@ -3757,8 +3758,7 @@
                         "columnName": "MD5",
                         "identifier": "Value"
                       }
-                    ],
-                    "entityType": "FileHash"
+                    ]
                   }
                 ]
               }
@@ -3815,7 +3815,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "AVdetectionsrelatedtoUkrainebasedthreats_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "AVdetectionsrelatedtoUkrainebasedthreats_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject7').analyticRuleVersion7]",
@@ -3857,6 +3857,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "CompromisedEntity",
@@ -3870,8 +3871,7 @@
                         "columnName": "HostNameDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   }
                 ]
               }
@@ -3928,7 +3928,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "AVTarrask_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "AVTarrask_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject8').analyticRuleVersion8]",
@@ -3970,6 +3970,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "CompromisedEntity",
@@ -3983,17 +3984,16 @@
                         "columnName": "HostNameDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   },
                   {
+                    "entityType": "IP",
                     "fieldMappings": [
                       {
                         "columnName": "PublicIP",
                         "identifier": "Address"
                       }
-                    ],
-                    "entityType": "IP"
+                    ]
                   }
                 ]
               }
@@ -4050,7 +4050,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "AVSpringShell_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "AVSpringShell_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject9').analyticRuleVersion9]",
@@ -4092,6 +4092,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "CompromisedEntity",
@@ -4105,17 +4106,16 @@
                         "columnName": "HostNameDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   },
                   {
+                    "entityType": "IP",
                     "fieldMappings": [
                       {
                         "columnName": "PublicIP",
                         "identifier": "Address"
                       }
-                    ],
-                    "entityType": "IP"
+                    ]
                   }
                 ]
               }
@@ -4172,7 +4172,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "PossibleWebpBufferOverflow_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "PossibleWebpBufferOverflow_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject10').analyticRuleVersion10]",
@@ -4217,6 +4217,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -4230,10 +4231,10 @@
                         "columnName": "HostNameDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   },
                   {
+                    "entityType": "Account",
                     "fieldMappings": [
                       {
                         "columnName": "AccountUpn",
@@ -4247,44 +4248,43 @@
                         "columnName": "UPNSuffix",
                         "identifier": "UPNSuffix"
                       }
-                    ],
-                    "entityType": "Account"
+                    ]
                   },
                   {
+                    "entityType": "IP",
                     "fieldMappings": [
                       {
                         "columnName": "LocalIP",
                         "identifier": "Address"
                       }
-                    ],
-                    "entityType": "IP"
+                    ]
                   },
                   {
+                    "entityType": "Process",
                     "fieldMappings": [
                       {
                         "columnName": "ProcessId",
                         "identifier": "ProcessId"
                       }
-                    ],
-                    "entityType": "Process"
+                    ]
                   },
                   {
+                    "entityType": "Process",
                     "fieldMappings": [
                       {
                         "columnName": "InitiatingProcessId",
                         "identifier": "ProcessId"
                       }
-                    ],
-                    "entityType": "Process"
+                    ]
                   },
                   {
+                    "entityType": "Process",
                     "fieldMappings": [
                       {
                         "columnName": "ProcessCommandLine",
                         "identifier": "CommandLine"
                       }
-                    ],
-                    "entityType": "Process"
+                    ]
                   }
                 ],
                 "eventGroupingSettings": {
@@ -4298,12 +4298,12 @@
                   "createIncident": false,
                   "groupingConfiguration": {
                     "lookbackDuration": "PT5H",
-                    "matchingMethod": "Selected",
-                    "enabled": false,
                     "groupByEntities": [
                       "Account"
                     ],
-                    "reopenClosedIncident": false
+                    "matchingMethod": "Selected",
+                    "reopenClosedIncident": false,
+                    "enabled": false
                   }
                 }
               }
@@ -4360,7 +4360,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "DeimosComponentExecution_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "DeimosComponentExecution_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject11').analyticRuleVersion11]",
@@ -4406,6 +4406,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -4419,8 +4420,7 @@
                         "columnName": "DnsDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   }
                 ]
               }
@@ -4477,7 +4477,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "ImminentRansomware_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "ImminentRansomware_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject12').analyticRuleVersion12]",
@@ -4514,6 +4514,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "Dvc",
@@ -4527,8 +4528,7 @@
                         "columnName": "DnsDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   }
                 ]
               }
@@ -4585,7 +4585,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "MaliciousCMDExecutionByJava_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "MaliciousCMDExecutionByJava_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject13').analyticRuleVersion13]",
@@ -4627,6 +4627,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -4640,8 +4641,7 @@
                         "columnName": "DnsDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   }
                 ]
               }
@@ -4698,7 +4698,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "C2-NamedPipe_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "C2-NamedPipe_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject14').analyticRuleVersion14]",
@@ -4740,6 +4740,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -4753,8 +4754,7 @@
                         "columnName": "DnsDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   }
                 ]
               }
@@ -4811,7 +4811,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "DoppelPaymerProcDump_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "DoppelPaymerProcDump_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject15').analyticRuleVersion15]",
@@ -4853,6 +4853,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -4866,8 +4867,7 @@
                         "columnName": "DnsDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   }
                 ]
               }
@@ -4924,7 +4924,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "LSASSCredDumpProcdump_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "LSASSCredDumpProcdump_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject16').analyticRuleVersion16]",
@@ -4966,6 +4966,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -4979,8 +4980,7 @@
                         "columnName": "DnsDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   }
                 ]
               }
@@ -5037,7 +5037,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "DoppelpaymerStopService_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "DoppelpaymerStopService_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject17').analyticRuleVersion17]",
@@ -5081,6 +5081,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -5094,8 +5095,7 @@
                         "columnName": "DnsDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   }
                 ]
               }
@@ -5152,7 +5152,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "QakbotCampaignSelfDeletion_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "QakbotCampaignSelfDeletion_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject18').analyticRuleVersion18]",
@@ -5194,6 +5194,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -5207,8 +5208,7 @@
                         "columnName": "DnsDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   }
                 ]
               }
@@ -5265,7 +5265,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Regsvr32Rundll32ImageLoadsAbnormalExtension_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "Regsvr32Rundll32ImageLoadsAbnormalExtension_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject19').analyticRuleVersion19]",
@@ -5313,6 +5313,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -5326,35 +5327,34 @@
                         "columnName": "DnsDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   },
                   {
+                    "entityType": "IP",
                     "fieldMappings": [
                       {
                         "columnName": "LocalIP",
                         "identifier": "Address"
                       }
-                    ],
-                    "entityType": "IP"
+                    ]
                   },
                   {
+                    "entityType": "IP",
                     "fieldMappings": [
                       {
                         "columnName": "RemoteIP",
                         "identifier": "Address"
                       }
-                    ],
-                    "entityType": "IP"
+                    ]
                   },
                   {
+                    "entityType": "URL",
                     "fieldMappings": [
                       {
                         "columnName": "RemoteUrl",
                         "identifier": "Url"
                       }
-                    ],
-                    "entityType": "URL"
+                    ]
                   }
                 ]
               }
@@ -5411,7 +5411,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Regsvr32Rundll32WithAnomalousParentProcess_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "Regsvr32Rundll32WithAnomalousParentProcess_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject20').analyticRuleVersion20]",
@@ -5459,6 +5459,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -5472,35 +5473,34 @@
                         "columnName": "DnsDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   },
                   {
+                    "entityType": "IP",
                     "fieldMappings": [
                       {
                         "columnName": "LocalIP",
                         "identifier": "Address"
                       }
-                    ],
-                    "entityType": "IP"
+                    ]
                   },
                   {
+                    "entityType": "IP",
                     "fieldMappings": [
                       {
                         "columnName": "RemoteIP",
                         "identifier": "Address"
                       }
-                    ],
-                    "entityType": "IP"
+                    ]
                   },
                   {
+                    "entityType": "URL",
                     "fieldMappings": [
                       {
                         "columnName": "RemoteUrl",
                         "identifier": "Url"
                       }
-                    ],
-                    "entityType": "URL"
+                    ]
                   }
                 ]
               }
@@ -5557,7 +5557,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "SuspiciousCommandInitiatedByWebServerProcess_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "SuspiciousCommandInitiatedByWebServerProcess_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject21').analyticRuleVersion21]",
@@ -5604,6 +5604,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -5617,8 +5618,7 @@
                         "columnName": "DnsDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   }
                 ]
               }
@@ -5675,7 +5675,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "BITSAdminActivity_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "BITSAdminActivity_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject22').analyticRuleVersion22]",
@@ -5721,6 +5721,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -5734,10 +5735,10 @@
                         "columnName": "DnsDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   },
                   {
+                    "entityType": "Process",
                     "fieldMappings": [
                       {
                         "columnName": "ProcessId",
@@ -5747,8 +5748,7 @@
                         "columnName": "ProcessCommandLine",
                         "identifier": "CommandLine"
                       }
-                    ],
-                    "entityType": "Process"
+                    ]
                   }
                 ]
               }
@@ -5805,7 +5805,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "OfficeAppsLaunchingWscript_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "OfficeAppsLaunchingWscript_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject23').analyticRuleVersion23]",
@@ -5851,6 +5851,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -5864,10 +5865,10 @@
                         "columnName": "DnsDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   },
                   {
+                    "entityType": "Process",
                     "fieldMappings": [
                       {
                         "columnName": "ProcessId",
@@ -5877,8 +5878,7 @@
                         "columnName": "ProcessCommandLine",
                         "identifier": "CommandLine"
                       }
-                    ],
-                    "entityType": "Process"
+                    ]
                   }
                 ]
               }
@@ -5935,7 +5935,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "PotentialKerberoastActivities_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "PotentialKerberoastActivities_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject24').analyticRuleVersion24]",
@@ -5980,6 +5980,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -5993,10 +5994,10 @@
                         "columnName": "DnsDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   },
                   {
+                    "entityType": "Account",
                     "fieldMappings": [
                       {
                         "columnName": "AccountUpn",
@@ -6010,8 +6011,7 @@
                         "columnName": "AccountName",
                         "identifier": "Name"
                       }
-                    ],
-                    "entityType": "Account"
+                    ]
                   }
                 ]
               }
@@ -6068,7 +6068,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "FilesCopiedToUSBDrives_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "FilesCopiedToUSBDrives_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject25').analyticRuleVersion25]",
@@ -6111,6 +6111,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -6124,10 +6125,10 @@
                         "columnName": "DnsDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   },
                   {
+                    "entityType": "File",
                     "fieldMappings": [
                       {
                         "columnName": "FileName",
@@ -6137,10 +6138,10 @@
                         "columnName": "FolderPath",
                         "identifier": "Directory"
                       }
-                    ],
-                    "entityType": "File"
+                    ]
                   },
                   {
+                    "entityType": "FileHash",
                     "fieldMappings": [
                       {
                         "columnName": "FileHashAlgorithm",
@@ -6150,8 +6151,7 @@
                         "columnName": "SHA256",
                         "identifier": "Value"
                       }
-                    ],
-                    "entityType": "FileHash"
+                    ]
                   }
                 ]
               }
@@ -6208,7 +6208,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "MosaicLoader_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "MosaicLoader_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject26').analyticRuleVersion26]",
@@ -6250,6 +6250,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -6263,10 +6264,10 @@
                         "columnName": "DnsDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   },
                   {
+                    "entityType": "RegistryValue",
                     "fieldMappings": [
                       {
                         "columnName": "RegistryValueName",
@@ -6276,8 +6277,7 @@
                         "columnName": "RegistryValueData",
                         "identifier": "Value"
                       }
-                    ],
-                    "entityType": "RegistryValue"
+                    ]
                   }
                 ]
               }
@@ -6334,7 +6334,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "AnomalousVoulmeOfFileDeletion_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "AnomalousVoulmeOfFileDeletion_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject27').analyticRuleVersion27]",
@@ -6383,15 +6383,16 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Account",
                     "fieldMappings": [
                       {
                         "columnName": "UserId",
                         "identifier": "AadUserId"
                       }
-                    ],
-                    "entityType": "Account"
+                    ]
                   },
                   {
+                    "entityType": "Account",
                     "fieldMappings": [
                       {
                         "columnName": "Name",
@@ -6401,17 +6402,16 @@
                         "columnName": "NTDomain",
                         "identifier": "NTDomain"
                       }
-                    ],
-                    "entityType": "Account"
+                    ]
                   },
                   {
+                    "entityType": "CloudApplication",
                     "fieldMappings": [
                       {
                         "columnName": "ApplicationId",
                         "identifier": "AppId"
                       }
-                    ],
-                    "entityType": "CloudApplication"
+                    ]
                   }
                 ],
                 "customDetails": {
@@ -6471,7 +6471,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "RemoteFileCreationWithPsExec_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "RemoteFileCreationWithPsExec_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject28').analyticRuleVersion28]",
@@ -6513,6 +6513,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -6526,8 +6527,7 @@
                         "columnName": "DnsDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   }
                 ]
               }
@@ -6584,7 +6584,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "ServiceAccountsPerformingRemotePS_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "ServiceAccountsPerformingRemotePS_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject29').analyticRuleVersion29]",
@@ -6627,6 +6627,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -6640,10 +6641,10 @@
                         "columnName": "DnsDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   },
                   {
+                    "entityType": "Account",
                     "fieldMappings": [
                       {
                         "columnName": "AccountName",
@@ -6657,8 +6658,7 @@
                         "columnName": "AccountName",
                         "identifier": "Name"
                       }
-                    ],
-                    "entityType": "Account"
+                    ]
                   }
                 ]
               }
@@ -6715,7 +6715,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "AccountCreation_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "AccountCreation_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject30').analyticRuleVersion30]",
@@ -6757,6 +6757,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -6770,10 +6771,10 @@
                         "columnName": "DnsDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   },
                   {
+                    "entityType": "Process",
                     "fieldMappings": [
                       {
                         "columnName": "ProcessId",
@@ -6783,8 +6784,7 @@
                         "columnName": "ProcessCommandLine",
                         "identifier": "CommandLine"
                       }
-                    ],
-                    "entityType": "Process"
+                    ]
                   }
                 ]
               }
@@ -6841,7 +6841,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "LocalAdminGroupChanges_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "LocalAdminGroupChanges_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject31').analyticRuleVersion31]",
@@ -6884,6 +6884,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -6897,10 +6898,10 @@
                         "columnName": "DnsDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   },
                   {
+                    "entityType": "Account",
                     "fieldMappings": [
                       {
                         "columnName": "UserAdded",
@@ -6914,8 +6915,7 @@
                         "columnName": "laccountdomain",
                         "identifier": "NTDomain"
                       }
-                    ],
-                    "entityType": "Account"
+                    ]
                   }
                 ]
               }
@@ -6972,7 +6972,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "RareProcessAsService_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "RareProcessAsService_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject32').analyticRuleVersion32]",
@@ -7021,6 +7021,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -7034,10 +7035,10 @@
                         "columnName": "DnsDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   },
                   {
+                    "entityType": "Process",
                     "fieldMappings": [
                       {
                         "columnName": "ServiceProcessID",
@@ -7047,8 +7048,7 @@
                         "columnName": "ServiceProcessCmdline",
                         "identifier": "CommandLine"
                       }
-                    ],
-                    "entityType": "Process"
+                    ]
                   }
                 ]
               }
@@ -7105,7 +7105,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "DisableSecurityServiceViaRegistry_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "DisableSecurityServiceViaRegistry_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject33').analyticRuleVersion33]",
@@ -7147,6 +7147,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -7160,10 +7161,10 @@
                         "columnName": "DnsDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   },
                   {
+                    "entityType": "Account",
                     "fieldMappings": [
                       {
                         "columnName": "AccountUpn",
@@ -7177,10 +7178,10 @@
                         "columnName": "AccountDomain",
                         "identifier": "NTDomain"
                       }
-                    ],
-                    "entityType": "Account"
+                    ]
                   },
                   {
+                    "entityType": "Process",
                     "fieldMappings": [
                       {
                         "columnName": "ProcessId",
@@ -7190,8 +7191,7 @@
                         "columnName": "ProcessCommandLine",
                         "identifier": "CommandLine"
                       }
-                    ],
-                    "entityType": "Process"
+                    ]
                   }
                 ]
               }
@@ -7248,7 +7248,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "DataDeletionOnMulipleDrivesUsingCipherExe_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "DataDeletionOnMulipleDrivesUsingCipherExe_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject34').analyticRuleVersion34]",
@@ -7290,6 +7290,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -7303,8 +7304,7 @@
                         "columnName": "DnsDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   }
                 ]
               }
@@ -7361,7 +7361,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "LaZagneCredTheft_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "LaZagneCredTheft_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject35').analyticRuleVersion35]",
@@ -7403,6 +7403,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -7416,10 +7417,10 @@
                         "columnName": "DnsDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   },
                   {
+                    "entityType": "Process",
                     "fieldMappings": [
                       {
                         "columnName": "ProcessId",
@@ -7429,8 +7430,7 @@
                         "columnName": "ProcessCommandLine",
                         "identifier": "CommandLine"
                       }
-                    ],
-                    "entityType": "Process"
+                    ]
                   }
                 ]
               }
@@ -7487,7 +7487,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "LogDeletionUsingWevtutil_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "LogDeletionUsingWevtutil_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject36').analyticRuleVersion36]",
@@ -7529,6 +7529,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -7542,8 +7543,7 @@
                         "columnName": "DnsDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   }
                 ]
               }
@@ -7600,7 +7600,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "MultiProcessKillWithTaskKill_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "MultiProcessKillWithTaskKill_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject37').analyticRuleVersion37]",
@@ -7642,6 +7642,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -7655,8 +7656,7 @@
                         "columnName": "DnsDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   }
                 ]
               }
@@ -7713,7 +7713,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "PotentialCobaltStrikeRansomwareActivity_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "PotentialCobaltStrikeRansomwareActivity_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject38').analyticRuleVersion38]",
@@ -7763,6 +7763,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -7776,10 +7777,10 @@
                         "columnName": "DnsDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   },
                   {
+                    "entityType": "Account",
                     "fieldMappings": [
                       {
                         "columnName": "AccountFullName",
@@ -7793,17 +7794,16 @@
                         "columnName": "AccountDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Account"
+                    ]
                   },
                   {
+                    "entityType": "IP",
                     "fieldMappings": [
                       {
                         "columnName": "RemoteIP",
                         "identifier": "Address"
                       }
-                    ],
-                    "entityType": "IP"
+                    ]
                   }
                 ]
               }
@@ -7860,7 +7860,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "QakbotDiscoveryActivities_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "QakbotDiscoveryActivities_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject39').analyticRuleVersion39]",
@@ -7906,6 +7906,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -7919,8 +7920,7 @@
                         "columnName": "DnsDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   }
                 ]
               }
@@ -7977,7 +7977,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "ShadowCopyDeletion_AnalyticalRules Analytics Rule with template version 3.2.1",
+        "description": "ShadowCopyDeletion_AnalyticalRules Analytics Rule with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('analyticRuleObject40').analyticRuleVersion40]",
@@ -8019,6 +8019,7 @@
                 ],
                 "entityMappings": [
                   {
+                    "entityType": "Host",
                     "fieldMappings": [
                       {
                         "columnName": "DeviceName",
@@ -8032,10 +8033,10 @@
                         "columnName": "DnsDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Host"
+                    ]
                   },
                   {
+                    "entityType": "Account",
                     "fieldMappings": [
                       {
                         "columnName": "AccountUpn",
@@ -8049,10 +8050,10 @@
                         "columnName": "AccountDomain",
                         "identifier": "DnsDomain"
                       }
-                    ],
-                    "entityType": "Account"
+                    ]
                   },
                   {
+                    "entityType": "Process",
                     "fieldMappings": [
                       {
                         "columnName": "ProcessId",
@@ -8062,8 +8063,7 @@
                         "columnName": "ProcessCommandLine",
                         "identifier": "CommandLine"
                       }
-                    ],
-                    "entityType": "Process"
+                    ]
                   }
                 ]
               }
@@ -8120,7 +8120,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Appspot Phishing Abuse_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Appspot Phishing Abuse_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject1').huntingQueryVersion1]",
@@ -8206,7 +8206,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "PayloadDropUsingCertUtil_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "PayloadDropUsingCertUtil_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject2').huntingQueryVersion2]",
@@ -8288,7 +8288,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "JudgementPandaExfilActivity_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "JudgementPandaExfilActivity_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject3').huntingQueryVersion3]",
@@ -8374,7 +8374,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "DeimosComponentExecution_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "DeimosComponentExecution_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject4').huntingQueryVersion4]",
@@ -8456,7 +8456,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "LemonDuckRegistrationFunction_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "LemonDuckRegistrationFunction_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject5').huntingQueryVersion5]",
@@ -8538,7 +8538,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "DeviceWithLog4jAlerts_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "DeviceWithLog4jAlerts_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject6').huntingQueryVersion6]",
@@ -8620,7 +8620,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Log4jVulnRelatedAlerts_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Log4jVulnRelatedAlerts_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject7').huntingQueryVersion7]",
@@ -8702,7 +8702,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "ImminentRansomware_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "ImminentRansomware_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject8').huntingQueryVersion8]",
@@ -8784,7 +8784,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "MaliciousUseOfMSBuildAsLoLBin_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "MaliciousUseOfMSBuildAsLoLBin_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject9').huntingQueryVersion9]",
@@ -8866,7 +8866,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "QakbotReconActivities_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "QakbotReconActivities_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject10').huntingQueryVersion10]",
@@ -8948,7 +8948,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "RobbinhoodDriver_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "RobbinhoodDriver_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject11').huntingQueryVersion11]",
@@ -9030,7 +9030,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Snip3MaliciousNetworkConnectivity_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Snip3MaliciousNetworkConnectivity_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject12').huntingQueryVersion12]",
@@ -9112,7 +9112,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "MaliciousCMDExecutionByJava_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "MaliciousCMDExecutionByJava_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject13').huntingQueryVersion13]",
@@ -9194,7 +9194,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Check for spoofing attempts on the domain with Authentication failures_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Check for spoofing attempts on the domain with Authentication failures_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject14').huntingQueryVersion14]",
@@ -9280,7 +9280,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "C2-NamedPipe_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "C2-NamedPipe_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject15').huntingQueryVersion15]",
@@ -9362,7 +9362,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "ReconWithRundll_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "ReconWithRundll_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject16').huntingQueryVersion16]",
@@ -9444,7 +9444,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "DoppelPaymerProcdump_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "DoppelPaymerProcdump_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject17').huntingQueryVersion17]",
@@ -9526,7 +9526,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "LaZagne_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "LaZagne_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject18').huntingQueryVersion18]",
@@ -9608,7 +9608,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "LSASSCredDumpProcdump_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "LSASSCredDumpProcdump_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject19').huntingQueryVersion19]",
@@ -9690,7 +9690,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "ClearSystemLogs_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "ClearSystemLogs_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject20').huntingQueryVersion20]",
@@ -9772,7 +9772,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "DoppelpaymerStopServices_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "DoppelpaymerStopServices_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject21').huntingQueryVersion21]",
@@ -9854,7 +9854,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "QakbotCampaignSelfDeletion_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "QakbotCampaignSelfDeletion_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject22').huntingQueryVersion22]",
@@ -9936,7 +9936,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Regsvr32Rundll32ImageLoadsAbnormalExtension_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Regsvr32Rundll32ImageLoadsAbnormalExtension_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject23').huntingQueryVersion23]",
@@ -10022,7 +10022,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Regsvr32Rundll32WithAnomalousParentProcess_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Regsvr32Rundll32WithAnomalousParentProcess_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject24').huntingQueryVersion24]",
@@ -10108,7 +10108,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Delivered Bad Emails from Top bad IPv4 addresses_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Delivered Bad Emails from Top bad IPv4 addresses_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject25').huntingQueryVersion25]",
@@ -10194,7 +10194,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "SuspiciousCommandInitiatedByWebServerProcess_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "SuspiciousCommandInitiatedByWebServerProcess_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject26').huntingQueryVersion26]",
@@ -10276,7 +10276,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "User&GroupEnumWithNetCommand_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "User&GroupEnumWithNetCommand_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject27').huntingQueryVersion27]",
@@ -10354,7 +10354,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "ATP policy status check_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "ATP policy status check_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject28').huntingQueryVersion28]",
@@ -10440,7 +10440,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "JNLP attachment_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "JNLP attachment_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject29').huntingQueryVersion29]",
@@ -10526,7 +10526,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Safe attachment detection_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Safe attachment detection_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject30').huntingQueryVersion30]",
@@ -10612,7 +10612,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Authentication failures_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Authentication failures_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject31').huntingQueryVersion31]",
@@ -10698,7 +10698,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "CompAuth Failure Trend_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "CompAuth Failure Trend_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject32').huntingQueryVersion32]",
@@ -10784,7 +10784,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "DKIM Failure Trend_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "DKIM Failure Trend_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject33').huntingQueryVersion33]",
@@ -10870,7 +10870,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "DMARC Failure Trend_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "DMARC Failure Trend_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject34').huntingQueryVersion34]",
@@ -10956,7 +10956,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "SPF Failure Trend_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "SPF Failure Trend_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject35').huntingQueryVersion35]",
@@ -11042,7 +11042,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Spoof attempts with auth failure_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Spoof attempts with auth failure_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject36').huntingQueryVersion36]",
@@ -11128,7 +11128,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top Spoof detections by Sender Domain_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top Spoof detections by Sender Domain_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject37').huntingQueryVersion37]",
@@ -11214,7 +11214,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top Spoof DMARC detections by Sender Domain_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top Spoof DMARC detections by Sender Domain_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject38').huntingQueryVersion38]",
@@ -11300,7 +11300,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top Spoof Intra-Org detections by SenderDomain_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top Spoof Intra-Org detections by SenderDomain_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject39').huntingQueryVersion39]",
@@ -11386,7 +11386,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Message from Accepted Domain with DMARC TempError_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Message from Accepted Domain with DMARC TempError_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject40').huntingQueryVersion40]",
@@ -11472,7 +11472,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Message with URL listed on OpenPhish delivered into Inbox_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Message with URL listed on OpenPhish delivered into Inbox_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject41').huntingQueryVersion41]",
@@ -11558,7 +11558,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Potential OAuth phishing email delivered into Inbox_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Potential OAuth phishing email delivered into Inbox_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject42').huntingQueryVersion42]",
@@ -11644,7 +11644,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Potentially malicious SVG file delivered into Inbox_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Potentially malicious SVG file delivered into Inbox_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject43').huntingQueryVersion43]",
@@ -11730,7 +11730,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Audit Email Preview-Download action_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Audit Email Preview-Download action_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject44').huntingQueryVersion44]",
@@ -11816,7 +11816,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Bad email percentage - Inbound emails_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Bad email percentage - Inbound emails_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject45').huntingQueryVersion45]",
@@ -11902,7 +11902,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Calculate MDO Efficacy_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Calculate MDO Efficacy_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject46').huntingQueryVersion46]",
@@ -11988,7 +11988,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Email sender IP address Geo location information_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Email sender IP address Geo location information_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject47').huntingQueryVersion47]",
@@ -12074,7 +12074,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Hunt for Admin email access_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Hunt for Admin email access_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject48').huntingQueryVersion48]",
@@ -12160,7 +12160,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Hunt for TABL changes_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Hunt for TABL changes_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject49').huntingQueryVersion49]",
@@ -12246,7 +12246,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Local time to UTC time conversion_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Local time to UTC time conversion_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject50').huntingQueryVersion50]",
@@ -12332,7 +12332,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Mail item accessed_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Mail item accessed_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject51').huntingQueryVersion51]",
@@ -12418,7 +12418,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Malicious email senders_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Malicious email senders_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject52').huntingQueryVersion52]",
@@ -12504,7 +12504,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "MDO daily detection summary report_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "MDO daily detection summary report_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject53').huntingQueryVersion53]",
@@ -12590,7 +12590,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "New TABL Items_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "New TABL Items_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject54').huntingQueryVersion54]",
@@ -12676,7 +12676,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top 10 Domains sending Malicious Emails (Malware+Phish+Spam)_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top 10 Domains sending Malicious Emails (Malware+Phish+Spam)_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject55').huntingQueryVersion55]",
@@ -12762,7 +12762,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top 10 External Senders (Malware)_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top 10 External Senders (Malware)_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject56').huntingQueryVersion56]",
@@ -12848,7 +12848,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top 10 External Senders (Phish)_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top 10 External Senders (Phish)_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject57').huntingQueryVersion57]",
@@ -12934,7 +12934,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top 10 External Senders (Spam)_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top 10 External Senders (Spam)_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject58').huntingQueryVersion58]",
@@ -13020,7 +13020,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top 10 External Senders_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top 10 External Senders_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject59').huntingQueryVersion59]",
@@ -13106,7 +13106,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top 10 Targeted Users (Malware+Phish+Spam)_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top 10 Targeted Users (Malware+Phish+Spam)_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject60').huntingQueryVersion60]",
@@ -13192,7 +13192,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top 10 Users clicking on Malicious URLs (Malware+Phish+Spam)_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top 10 Users clicking on Malicious URLs (Malware+Phish+Spam)_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject61').huntingQueryVersion61]",
@@ -13278,7 +13278,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Total number of detections by MDO over time_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Total number of detections by MDO over time_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject62').huntingQueryVersion62]",
@@ -13364,7 +13364,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Total number of detections by MDO_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Total number of detections by MDO_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject63').huntingQueryVersion63]",
@@ -13450,7 +13450,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Automated email notifications and suspicious sign-in activity_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Automated email notifications and suspicious sign-in activity_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject64').huntingQueryVersion64]",
@@ -13536,7 +13536,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "BEC - File sharing tactics - Dropbox_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "BEC - File sharing tactics - Dropbox_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject65').huntingQueryVersion65]",
@@ -13622,7 +13622,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "BEC - File sharing tactics - OneDrive or SharePoint_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "BEC - File sharing tactics - OneDrive or SharePoint_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject66').huntingQueryVersion66]",
@@ -13708,7 +13708,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Email bombing_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Email bombing_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject67').huntingQueryVersion67]",
@@ -13790,7 +13790,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Emails containing links to IP addresses_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Emails containing links to IP addresses_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject68').huntingQueryVersion68]",
@@ -13876,7 +13876,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Files share contents and suspicious sign-in activity_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Files share contents and suspicious sign-in activity_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject69').huntingQueryVersion69]",
@@ -13962,7 +13962,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Good emails from senders with bad patterns_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Good emails from senders with bad patterns_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject70').huntingQueryVersion70]",
@@ -14048,7 +14048,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Hunt for email bombing attacks_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Hunt for email bombing attacks_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject71').huntingQueryVersion71]",
@@ -14134,7 +14134,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Hunt for email conversation take over attempts_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Hunt for email conversation take over attempts_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject72').huntingQueryVersion72]",
@@ -14220,7 +14220,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Hunt for malicious attachments using external IOC source_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Hunt for malicious attachments using external IOC source_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject73').huntingQueryVersion73]",
@@ -14306,7 +14306,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Hunt for malicious URLs using external IOC source_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Hunt for malicious URLs using external IOC source_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject74').huntingQueryVersion74]",
@@ -14392,7 +14392,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Inbox rule change which forward-redirect email_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Inbox rule change which forward-redirect email_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject75').huntingQueryVersion75]",
@@ -14478,7 +14478,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "MDO_CountOfRecipientsEmailaddressbySubject_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "MDO_CountOfRecipientsEmailaddressbySubject_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject76').huntingQueryVersion76]",
@@ -14564,7 +14564,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "MDO_Countofrecipientsemailaddressesbysubject_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "MDO_Countofrecipientsemailaddressesbysubject_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject77').huntingQueryVersion77]",
@@ -14650,7 +14650,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "MDO_CountOfSendersEmailaddressbySubject_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "MDO_CountOfSendersEmailaddressbySubject_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject78').huntingQueryVersion78]",
@@ -14736,7 +14736,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "MDO_SummaryOfSenders_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "MDO_SummaryOfSenders_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject79').huntingQueryVersion79]",
@@ -14822,7 +14822,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "MDO_URLClickedinEmail_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "MDO_URLClickedinEmail_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject80').huntingQueryVersion80]",
@@ -14908,7 +14908,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top outbound recipient domains sending inbound emails with threats_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top outbound recipient domains sending inbound emails with threats_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject81').huntingQueryVersion81]",
@@ -14994,7 +14994,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Detections by detection methods_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Detections by detection methods_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject82').huntingQueryVersion82]",
@@ -15080,7 +15080,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Mail reply to new domain_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Mail reply to new domain_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject83').huntingQueryVersion83]",
@@ -15166,7 +15166,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Mailflow by directionality_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Mailflow by directionality_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject84').huntingQueryVersion84]",
@@ -15252,7 +15252,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Malicious emails detected per day_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Malicious emails detected per day_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject85').huntingQueryVersion85]",
@@ -15338,7 +15338,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Sender recipient contact establishment_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Sender recipient contact establishment_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject86').huntingQueryVersion86]",
@@ -15424,7 +15424,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Spam Detections by Delivery Location - High_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Spam Detections by Delivery Location - High_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject87').huntingQueryVersion87]",
@@ -15510,7 +15510,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Spam Detections by Delivery Location - Medium_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Spam Detections by Delivery Location - Medium_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject88').huntingQueryVersion88]",
@@ -15596,7 +15596,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top 100 malicious email senders_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top 100 malicious email senders_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject89').huntingQueryVersion89]",
@@ -15682,7 +15682,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top 100 senders_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top 100 senders_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject90').huntingQueryVersion90]",
@@ -15768,7 +15768,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Zero day threats_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Zero day threats_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject91').huntingQueryVersion91]",
@@ -15854,7 +15854,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Email containing malware accessed on a unmanaged device_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Email containing malware accessed on a unmanaged device_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject92').huntingQueryVersion92]",
@@ -15940,7 +15940,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Email containing malware sent by an internal sender_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Email containing malware sent by an internal sender_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject93').huntingQueryVersion93]",
@@ -16026,7 +16026,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Email malware detection report_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Email malware detection report_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject94').huntingQueryVersion94]",
@@ -16112,7 +16112,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "File Malware Detection Trend_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "File Malware Detection Trend_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject95').huntingQueryVersion95]",
@@ -16198,7 +16198,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "File Malware Top Families by AV_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "File Malware Top Families by AV_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject96').huntingQueryVersion96]",
@@ -16284,7 +16284,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "File Malware Top Families by Safe Attachments_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "File Malware Top Families by Safe Attachments_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject97').huntingQueryVersion97]",
@@ -16370,7 +16370,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Malware Detection Trend_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Malware Detection Trend_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject98').huntingQueryVersion98]",
@@ -16456,7 +16456,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Malware Detections by Delivery Location_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Malware Detections by Delivery Location_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject99').huntingQueryVersion99]",
@@ -16542,7 +16542,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Malware Detections by Detection Technology Trend_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Malware Detections by Detection Technology Trend_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject100').huntingQueryVersion100]",
@@ -16628,7 +16628,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Malware Detections by Detection Technology_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Malware Detections by Detection Technology_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject101').huntingQueryVersion101]",
@@ -16714,7 +16714,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Malware detections by Workload Locations_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Malware detections by Workload Locations_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject102').huntingQueryVersion102]",
@@ -16800,7 +16800,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Malware detections by Workload Type_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Malware detections by Workload Type_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject103').huntingQueryVersion103]",
@@ -16886,7 +16886,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top Domains sending Malware_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top Domains sending Malware_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject104').huntingQueryVersion104]",
@@ -16972,7 +16972,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top Email Malware Families_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top Email Malware Families_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject105').huntingQueryVersion105]",
@@ -17058,7 +17058,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top Users receiving Malware_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top Users receiving Malware_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject106').huntingQueryVersion106]",
@@ -17144,7 +17144,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Zero-day Malware Detections Trend_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Zero-day Malware Detections Trend_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject107').huntingQueryVersion107]",
@@ -17230,7 +17230,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Communication from suspicious external users_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Communication from suspicious external users_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject108').huntingQueryVersion108]",
@@ -17316,7 +17316,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Communication to suspicious external users_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Communication to suspicious external users_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject109').huntingQueryVersion109]",
@@ -17402,7 +17402,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Expanding recipients into separate rows_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Expanding recipients into separate rows_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject110').huntingQueryVersion110]",
@@ -17488,7 +17488,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "External malicious Teams messages sent from internal senders_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "External malicious Teams messages sent from internal senders_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject111').huntingQueryVersion111]",
@@ -17574,7 +17574,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Hunt for malicious messages using External Threat Intelligence_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Hunt for malicious messages using External Threat Intelligence_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject112').huntingQueryVersion112]",
@@ -17660,7 +17660,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Inbound Teams messages by sender domains_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Inbound Teams messages by sender domains_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject113').huntingQueryVersion113]",
@@ -17746,7 +17746,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Malicious Teams messages by URL detection methods_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Malicious Teams messages by URL detection methods_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject114').huntingQueryVersion114]",
@@ -17832,7 +17832,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Malicious Teams messages received from external senders_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Malicious Teams messages received from external senders_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject115').huntingQueryVersion115]",
@@ -17918,7 +17918,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Microsoft Teams chat initiated by a suspicious external user_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Microsoft Teams chat initiated by a suspicious external user_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject116').huntingQueryVersion116]",
@@ -18004,7 +18004,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Number of unique accounts performing Teams message Admin submissions_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Number of unique accounts performing Teams message Admin submissions_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject117').huntingQueryVersion117]",
@@ -18090,7 +18090,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Number of unique accounts performing Teams message User  submissions_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Number of unique accounts performing Teams message User  submissions_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject118').huntingQueryVersion118]",
@@ -18176,7 +18176,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Possible partner impersonation in external Team messages_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Possible partner impersonation in external Team messages_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject119').huntingQueryVersion119]",
@@ -18262,7 +18262,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Possible Teams phishing activity_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Possible Teams phishing activity_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject120').huntingQueryVersion120]",
@@ -18348,7 +18348,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Potentially malicious URL click in Teams_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Potentially malicious URL click in Teams_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject121').huntingQueryVersion121]",
@@ -18434,7 +18434,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Rare Domains in External Teams Messages_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Rare Domains in External Teams Messages_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject122').huntingQueryVersion122]",
@@ -18520,7 +18520,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Suspicious Teams Display Name_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Suspicious Teams Display Name_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject123').huntingQueryVersion123]",
@@ -18606,7 +18606,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Teams Admin submission of Malware and Phish daily trend_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Teams Admin submission of Malware and Phish daily trend_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject124').huntingQueryVersion124]",
@@ -18692,7 +18692,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Teams Admin submission of No Threats daily trend_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Teams Admin submission of No Threats daily trend_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject125').huntingQueryVersion125]",
@@ -18778,7 +18778,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Teams Admin-User Submissions Grading Verdicts_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Teams Admin-User Submissions Grading Verdicts_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject126').huntingQueryVersion126]",
@@ -18864,7 +18864,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Teams blocked URL clicks daily trend_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Teams blocked URL clicks daily trend_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject127').huntingQueryVersion127]",
@@ -18950,7 +18950,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Teams Malware ZAP _HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Teams Malware ZAP _HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject128').huntingQueryVersion128]",
@@ -19036,7 +19036,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Teams Message with URL listed on OpenPhish_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Teams Message with URL listed on OpenPhish_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject129').huntingQueryVersion129]",
@@ -19122,7 +19122,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Teams message ZAPed with the same URL in Email_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Teams message ZAPed with the same URL in Email_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject130').huntingQueryVersion130]",
@@ -19208,7 +19208,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Teams messages from a specific sender by ThreadType_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Teams messages from a specific sender by ThreadType_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject131').huntingQueryVersion131]",
@@ -19294,7 +19294,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Teams messages with suspicious URL domains_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Teams messages with suspicious URL domains_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject132').huntingQueryVersion132]",
@@ -19380,7 +19380,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Teams Phish ZAP_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Teams Phish ZAP_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject133').huntingQueryVersion133]",
@@ -19466,7 +19466,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Teams post delivery events daily trend_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Teams post delivery events daily trend_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject134').huntingQueryVersion134]",
@@ -19552,7 +19552,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Teams Spam ZAP_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Teams Spam ZAP_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject135').huntingQueryVersion135]",
@@ -19638,7 +19638,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Teams URL clicks actions summarized by URLs clicked on_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Teams URL clicks actions summarized by URLs clicked on_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject136').huntingQueryVersion136]",
@@ -19724,7 +19724,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Teams URL clicks through actions on Phish or Malware URLs summarized by URLs_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Teams URL clicks through actions on Phish or Malware URLs summarized by URLs_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject137').huntingQueryVersion137]",
@@ -19810,7 +19810,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Teams User submissions daily trend_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Teams User submissions daily trend_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject138').huntingQueryVersion138]",
@@ -19896,7 +19896,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Teams users clicking on suspicious URL domains_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Teams users clicking on suspicious URL domains_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject139').huntingQueryVersion139]",
@@ -19982,7 +19982,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top 10 Attacked user by Phish messages_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top 10 Attacked user by Phish messages_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject140').huntingQueryVersion140]",
@@ -20068,7 +20068,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top 10 external senders sending Teams messages_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top 10 external senders sending Teams messages_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject141').huntingQueryVersion141]",
@@ -20154,7 +20154,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top 10 External senders sending Teams phishing messsages_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top 10 External senders sending Teams phishing messsages_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject142').huntingQueryVersion142]",
@@ -20240,7 +20240,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top 10 sender domains - Admin Teams message submissions FN_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top 10 sender domains - Admin Teams message submissions FN_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject143').huntingQueryVersion143]",
@@ -20326,7 +20326,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top 10 sender domains - Teams user submissions FN or FP_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top 10 sender domains - Teams user submissions FN or FP_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject144').huntingQueryVersion144]",
@@ -20412,7 +20412,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top 10 senders - Teams users submissions FN or FP_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top 10 senders - Teams users submissions FN or FP_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject145').huntingQueryVersion145]",
@@ -20498,7 +20498,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top 10 senders of  Admin Teams message submissions FN_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top 10 senders of  Admin Teams message submissions FN_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject146').huntingQueryVersion146]",
@@ -20584,7 +20584,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top 10 senders of  Admin Teams message submissions FP_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top 10 senders of  Admin Teams message submissions FP_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject147').huntingQueryVersion147]",
@@ -20670,7 +20670,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top 10 Users clicking on malicious URLs in Teams_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top 10 Users clicking on malicious URLs in Teams_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject148').huntingQueryVersion148]",
@@ -20756,7 +20756,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top accounts performing Teams admin submissions FN or FP_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top accounts performing Teams admin submissions FN or FP_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject149').huntingQueryVersion149]",
@@ -20842,7 +20842,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top accounts performing Teams user submissions FN or FP_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top accounts performing Teams user submissions FN or FP_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject150').huntingQueryVersion150]",
@@ -20928,7 +20928,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top domains outbound sending Malicious Teams messages inbound_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top domains outbound sending Malicious Teams messages inbound_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject151').huntingQueryVersion151]",
@@ -21014,7 +21014,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top external malicious senders_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top external malicious senders_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject152').huntingQueryVersion152]",
@@ -21100,7 +21100,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top External Sender domains - Malware_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top External Sender domains - Malware_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject153').huntingQueryVersion153]",
@@ -21186,7 +21186,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top External Sender domains - Phish_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top External Sender domains - Phish_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject154').huntingQueryVersion154]",
@@ -21272,7 +21272,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top External Sender domains - Spam_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top External Sender domains - Spam_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject155').huntingQueryVersion155]",
@@ -21358,7 +21358,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top malicious URLs clicked by users in Teams_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top malicious URLs clicked by users in Teams_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject156').huntingQueryVersion156]",
@@ -21444,7 +21444,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Total number of MDO Teams protection detections daily_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Total number of MDO Teams protection detections daily_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject157').huntingQueryVersion157]",
@@ -21530,7 +21530,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "URL click on URLs in ZAP-d Teams messages_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "URL click on URLs in ZAP-d Teams messages_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject158').huntingQueryVersion158]",
@@ -21616,7 +21616,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Spam and Phish delivered to Inbox due to Admin Overrides_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Spam and Phish delivered to Inbox due to Admin Overrides_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject159').huntingQueryVersion159]",
@@ -21702,7 +21702,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Spam and Phish delivered to Inbox due to User Overrides_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Spam and Phish delivered to Inbox due to User Overrides_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject160').huntingQueryVersion160]",
@@ -21788,7 +21788,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top policies performing admin overrides_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top policies performing admin overrides_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject161').huntingQueryVersion161]",
@@ -21874,7 +21874,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top policies performing user overrides_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top policies performing user overrides_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject162').huntingQueryVersion162]",
@@ -21960,7 +21960,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Total Emails with Admin Overrides - Allow_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Total Emails with Admin Overrides - Allow_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject163').huntingQueryVersion163]",
@@ -22046,7 +22046,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Total Emails with Admin Overrides - Block_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Total Emails with Admin Overrides - Block_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject164').huntingQueryVersion164]",
@@ -22132,7 +22132,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Total Emails with User Overrides - Allow_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Total Emails with User Overrides - Allow_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject165').huntingQueryVersion165]",
@@ -22218,7 +22218,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Total Emails with User Overrides - Block_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Total Emails with User Overrides - Block_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject166').huntingQueryVersion166]",
@@ -22304,7 +22304,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Phish Detection Trend_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Phish Detection Trend_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject167').huntingQueryVersion167]",
@@ -22390,7 +22390,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Phish Detections by Delivery Location - High_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Phish Detections by Delivery Location - High_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject168').huntingQueryVersion168]",
@@ -22476,7 +22476,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Phish Detections by Delivery Location - Medium_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Phish Detections by Delivery Location - Medium_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject169').huntingQueryVersion169]",
@@ -22562,7 +22562,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Phish Detections by Delivery Location Trend_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Phish Detections by Delivery Location Trend_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject170').huntingQueryVersion170]",
@@ -22648,7 +22648,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Phish Detections by Detection Technology Trend_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Phish Detections by Detection Technology Trend_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject171').huntingQueryVersion171]",
@@ -22734,7 +22734,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Phish Detections by Detection Technology_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Phish Detections by Detection Technology_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject172').huntingQueryVersion172]",
@@ -22820,7 +22820,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Possible device code phishing attempts_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Possible device code phishing attempts_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject173').huntingQueryVersion173]",
@@ -22906,7 +22906,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top Domains sending Phish_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top Domains sending Phish_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject174').huntingQueryVersion174]",
@@ -22992,7 +22992,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top Users receiving Phish_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top Users receiving Phish_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject175').huntingQueryVersion175]",
@@ -23078,7 +23078,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Zero-day Phish Detections Trend_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Zero-day Phish Detections Trend_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject176').huntingQueryVersion176]",
@@ -23164,7 +23164,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Campaign with randomly named attachments_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Campaign with randomly named attachments_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject177').huntingQueryVersion177]",
@@ -23250,7 +23250,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Campaign with suspicious keywords_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Campaign with suspicious keywords_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject178').huntingQueryVersion178]",
@@ -23336,7 +23336,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Custom detection-Emails with QR from non-prevalent senders_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Custom detection-Emails with QR from non-prevalent senders_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject179').huntingQueryVersion179]",
@@ -23422,7 +23422,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Emails delivered having URLs from QR codes_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Emails delivered having URLs from QR codes_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject180').huntingQueryVersion180]",
@@ -23508,7 +23508,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Emails with QR codes and suspicious keywords in subject_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Emails with QR codes and suspicious keywords in subject_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject181').huntingQueryVersion181]",
@@ -23594,7 +23594,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Emails with QR codes from non-prevalent sender_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Emails with QR codes from non-prevalent sender_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject182').huntingQueryVersion182]",
@@ -23680,7 +23680,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Hunting for sender patterns_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Hunting for sender patterns_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject183').huntingQueryVersion183]",
@@ -23766,7 +23766,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Hunting for user signals-clusters_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Hunting for user signals-clusters_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject184').huntingQueryVersion184]",
@@ -23852,7 +23852,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Inbound emails with QR code URLs_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Inbound emails with QR code URLs_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject185').huntingQueryVersion185]",
@@ -23938,7 +23938,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Personalized campaigns based on the first few keywords_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Personalized campaigns based on the first few keywords_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject186').huntingQueryVersion186]",
@@ -24024,7 +24024,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Personalized campaigns based on the last few keywords_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Personalized campaigns based on the last few keywords_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject187').huntingQueryVersion187]",
@@ -24110,7 +24110,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Risky sign-in attempt from a non-managed device_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Risky sign-in attempt from a non-managed device_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject188').huntingQueryVersion188]",
@@ -24196,7 +24196,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Suspicious sign-in attempts from QR code phishing campaigns_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Suspicious sign-in attempts from QR code phishing campaigns_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject189').huntingQueryVersion189]",
@@ -24282,7 +24282,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Group quarantine release_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Group quarantine release_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject190').huntingQueryVersion190]",
@@ -24368,7 +24368,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "High Confidence Phish Released_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "High Confidence Phish Released_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject191').huntingQueryVersion191]",
@@ -24454,7 +24454,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Quarantine Phish reason trend_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Quarantine Phish reason trend_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject192').huntingQueryVersion192]",
@@ -24540,7 +24540,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Quarantine Phish reason_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Quarantine Phish reason_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject193').huntingQueryVersion193]",
@@ -24626,7 +24626,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Quarantine Release Email Details_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Quarantine Release Email Details_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject194').huntingQueryVersion194]",
@@ -24712,7 +24712,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Quarantine release trend_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Quarantine release trend_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject195').huntingQueryVersion195]",
@@ -24798,7 +24798,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Quarantine releases by Detection types_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Quarantine releases by Detection types_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject196').huntingQueryVersion196]",
@@ -24884,7 +24884,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Quarantine Spam reason trend_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Quarantine Spam reason trend_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject197').huntingQueryVersion197]",
@@ -24970,7 +24970,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Quarantine Spam reason_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Quarantine Spam reason_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject198').huntingQueryVersion198]",
@@ -25056,7 +25056,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "AIR investigation actions insight_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "AIR investigation actions insight_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject199').huntingQueryVersion199]",
@@ -25142,7 +25142,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Email remediation action list_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Email remediation action list_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject200').huntingQueryVersion200]",
@@ -25228,7 +25228,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Bulk Detection Top10 Domains_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Bulk Detection Top10 Domains_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject201').huntingQueryVersion201]",
@@ -25314,7 +25314,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Spam Detection Delivery Location_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Spam Detection Delivery Location_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject202').huntingQueryVersion202]",
@@ -25400,7 +25400,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Spam Detection IP and Geo Position_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Spam Detection IP and Geo Position_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject203').huntingQueryVersion203]",
@@ -25486,7 +25486,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Spam Detection Mails with BCL_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Spam Detection Mails with BCL_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject204').huntingQueryVersion204]",
@@ -25572,7 +25572,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Spam Detection Tech_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Spam Detection Tech_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject205').huntingQueryVersion205]",
@@ -25658,7 +25658,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Spam Detection Top10 Domains_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Spam Detection Top10 Domains_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject206').huntingQueryVersion206]",
@@ -25744,7 +25744,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Spam Detection Top10 Users_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Spam Detection Top10 Users_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject207').huntingQueryVersion207]",
@@ -25830,7 +25830,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Spam Detection Top15 Domains Details_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Spam Detection Top15 Domains Details_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject208').huntingQueryVersion208]",
@@ -25916,7 +25916,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Spam Detection Top15 Users Details_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Spam Detection Top15 Users Details_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject209').huntingQueryVersion209]",
@@ -26002,7 +26002,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Spam Detection Trend_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Spam Detection Trend_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject210').huntingQueryVersion210]",
@@ -26088,7 +26088,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Spam Detections by Detection technology_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Spam Detections by Detection technology_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject211').huntingQueryVersion211]",
@@ -26174,7 +26174,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Display Name - Spoof and Impersonation_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Display Name - Spoof and Impersonation_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject212').huntingQueryVersion212]",
@@ -26260,7 +26260,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Impersonation Phishing detections by Detection Technology Trend_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Impersonation Phishing detections by Detection Technology Trend_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject213').huntingQueryVersion213]",
@@ -26346,7 +26346,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Impersonation Phishing detections by Detection Technology_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Impersonation Phishing detections by Detection Technology_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject214').huntingQueryVersion214]",
@@ -26432,7 +26432,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Impersonation Phishing detections trend_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Impersonation Phishing detections trend_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject215').huntingQueryVersion215]",
@@ -26518,7 +26518,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Referral phish emails_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Referral phish emails_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject216').huntingQueryVersion216]",
@@ -26604,7 +26604,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Spoof and impersonation detections by sender IP_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Spoof and impersonation detections by sender IP_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject217').huntingQueryVersion217]",
@@ -26690,7 +26690,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Spoof and impersonation phish detections_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Spoof and impersonation phish detections_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject218').huntingQueryVersion218]",
@@ -26776,7 +26776,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Spoof detections by Detection Technology Trend_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Spoof detections by Detection Technology Trend_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject219').huntingQueryVersion219]",
@@ -26862,7 +26862,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Spoof detections by Detection Technology_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Spoof detections by Detection Technology_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject220').huntingQueryVersion220]",
@@ -26948,7 +26948,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Spoof detections trend_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Spoof detections trend_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject221').huntingQueryVersion221]",
@@ -27034,7 +27034,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top Domains with BEC Threats inbound_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top Domains with BEC Threats inbound_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject222').huntingQueryVersion222]",
@@ -27120,7 +27120,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "User not covered under display name impersonation_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "User not covered under display name impersonation_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject223').huntingQueryVersion223]",
@@ -27206,7 +27206,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Admin Submission Trend - FN_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Admin Submission Trend - FN_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject224').huntingQueryVersion224]",
@@ -27292,7 +27292,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Admin Submission Trend - FP_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Admin Submission Trend - FP_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject225').huntingQueryVersion225]",
@@ -27378,7 +27378,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Admin Submissions by Detection Method - Phish FP_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Admin Submissions by Detection Method - Phish FP_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject226').huntingQueryVersion226]",
@@ -27464,7 +27464,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Admin Submissions by Detection Method - Spam FP_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Admin Submissions by Detection Method - Spam FP_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject227').huntingQueryVersion227]",
@@ -27550,7 +27550,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Admin Submissions by Detection Type_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Admin Submissions by Detection Type_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject228').huntingQueryVersion228]",
@@ -27636,7 +27636,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Admin Submissions by Grading Verdict - FN-FP_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Admin Submissions by Grading Verdict - FN-FP_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject229').huntingQueryVersion229]",
@@ -27722,7 +27722,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Admin Submissions by Submission State - FN_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Admin Submissions by Submission State - FN_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject230').huntingQueryVersion230]",
@@ -27808,7 +27808,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Admin Submissions by Submission State - FP_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Admin Submissions by Submission State - FP_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject231').huntingQueryVersion231]",
@@ -27894,7 +27894,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Admin Submissions by Submission Type - FN_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Admin Submissions by Submission Type - FN_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject232').huntingQueryVersion232]",
@@ -27980,7 +27980,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Admin Submissions by Submission Type - FP_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Admin Submissions by Submission Type - FP_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject233').huntingQueryVersion233]",
@@ -28066,7 +28066,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top accounts performing admin submissions - FN_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top accounts performing admin submissions - FN_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject234').huntingQueryVersion234]",
@@ -28152,7 +28152,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top accounts performing admin submissions - FP_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top accounts performing admin submissions - FP_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject235').huntingQueryVersion235]",
@@ -28238,7 +28238,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top accounts performing user submissions_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top accounts performing user submissions_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject236').huntingQueryVersion236]",
@@ -28324,7 +28324,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top Detection Overrides - Admin Submissions_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top Detection Overrides - Admin Submissions_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject237').huntingQueryVersion237]",
@@ -28410,7 +28410,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top Sender Domains - Admin Submissions FN_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top Sender Domains - Admin Submissions FN_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject238').huntingQueryVersion238]",
@@ -28496,7 +28496,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top Sender Domains - Admin Submissions FP_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top Sender Domains - Admin Submissions FP_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject239').huntingQueryVersion239]",
@@ -28582,7 +28582,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Total Submissions by Submission Status_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Total Submissions by Submission Status_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject240').huntingQueryVersion240]",
@@ -28668,7 +28668,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Total Submissions by Submission Type_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Total Submissions by Submission Type_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject241').huntingQueryVersion241]",
@@ -28754,7 +28754,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "User reported submissions_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "User reported submissions_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject242').huntingQueryVersion242]",
@@ -28840,7 +28840,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "User Submission Accuracy versus Admin Verdicts_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "User Submission Accuracy versus Admin Verdicts_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject243').huntingQueryVersion243]",
@@ -28926,7 +28926,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "User Submissions - Top detection overrides by Admins_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "User Submissions - Top detection overrides by Admins_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject244').huntingQueryVersion244]",
@@ -29012,7 +29012,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "User Submissions - Top detection overrides by Users_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "User Submissions - Top detection overrides by Users_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject245').huntingQueryVersion245]",
@@ -29098,7 +29098,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "User Submissions - Top email (P2) senders domains_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "User Submissions - Top email (P2) senders domains_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject246').huntingQueryVersion246]",
@@ -29184,7 +29184,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "User Submissions - Top email (P2) senders_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "User Submissions - Top email (P2) senders_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject247').huntingQueryVersion247]",
@@ -29270,7 +29270,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "User Submissions - Top Intra-Org P2 senders_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "User Submissions - Top Intra-Org P2 senders_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject248').huntingQueryVersion248]",
@@ -29356,7 +29356,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "User Submissions - Top Intra-Org Subjects_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "User Submissions - Top Intra-Org Subjects_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject249').huntingQueryVersion249]",
@@ -29442,7 +29442,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "User Submissions by Admin review status_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "User Submissions by Admin review status_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject250').huntingQueryVersion250]",
@@ -29528,7 +29528,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "User Submissions by Grading Verdict - FN-FP_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "User Submissions by Grading Verdict - FN-FP_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject251').huntingQueryVersion251]",
@@ -29614,7 +29614,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "User Submissions by Submission Type_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "User Submissions by Submission Type_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject252').huntingQueryVersion252]",
@@ -29700,7 +29700,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "User Submissions from Junk Folder_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "User Submissions from Junk Folder_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject253').huntingQueryVersion253]",
@@ -29786,7 +29786,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "User Submissions Trend - FN_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "User Submissions Trend - FN_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject254').huntingQueryVersion254]",
@@ -29872,7 +29872,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Attacked more than x times average_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Attacked more than x times average_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject255').huntingQueryVersion255]",
@@ -29958,7 +29958,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Malicious mails by sender IPs_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Malicious mails by sender IPs_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject256').huntingQueryVersion256]",
@@ -30044,7 +30044,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top 10 percent of most attacked users_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top 10 percent of most attacked users_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject257').huntingQueryVersion257]",
@@ -30130,7 +30130,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top 10 URL domains attacking organization_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top 10 URL domains attacking organization_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject258').huntingQueryVersion258]",
@@ -30216,7 +30216,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top external malicious senders_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top external malicious senders_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject259').huntingQueryVersion259]",
@@ -30302,7 +30302,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top targeted users_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top targeted users_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject260').huntingQueryVersion260]",
@@ -30388,7 +30388,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "End user malicious clicks_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "End user malicious clicks_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject261').huntingQueryVersion261]",
@@ -30474,7 +30474,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "URL click count by click action_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "URL click count by click action_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject262').huntingQueryVersion262]",
@@ -30560,7 +30560,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "URL click on ZAP Email_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "URL click on ZAP Email_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject263').huntingQueryVersion263]",
@@ -30646,7 +30646,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "URL clicks actions by URL_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "URL clicks actions by URL_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject264').huntingQueryVersion264]",
@@ -30732,7 +30732,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "URLClick details based on malicious URL click alert_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "URLClick details based on malicious URL click alert_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject265').huntingQueryVersion265]",
@@ -30818,7 +30818,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "User clicked through events_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "User clicked through events_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject266').huntingQueryVersion266]",
@@ -30904,7 +30904,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "User clicks on malicious inbound emails_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "User clicks on malicious inbound emails_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject267').huntingQueryVersion267]",
@@ -30990,7 +30990,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "User clicks on phishing URLs in emails_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "User clicks on phishing URLs in emails_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject268').huntingQueryVersion268]",
@@ -31076,7 +31076,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Malicious Clicks allowed (click-through)_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Malicious Clicks allowed (click-through)_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject269').huntingQueryVersion269]",
@@ -31162,7 +31162,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Malicious Emails with QR code Urls_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Malicious Emails with QR code Urls_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject270').huntingQueryVersion270]",
@@ -31248,7 +31248,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Phishing Email Url Redirector_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Phishing Email Url Redirector_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject271').huntingQueryVersion271]",
@@ -31334,7 +31334,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "SafeLinks URL detections_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "SafeLinks URL detections_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject272').huntingQueryVersion272]",
@@ -31420,7 +31420,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top 10 Users clicking on Malicious URLs (Malware)_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top 10 Users clicking on Malicious URLs (Malware)_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject273').huntingQueryVersion273]",
@@ -31506,7 +31506,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top 10 Users clicking on Malicious URLs (Phish)_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top 10 Users clicking on Malicious URLs (Phish)_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject274').huntingQueryVersion274]",
@@ -31592,7 +31592,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top 10 Users clicking on Malicious URLs (Spam)_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top 10 Users clicking on Malicious URLs (Spam)_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject275').huntingQueryVersion275]",
@@ -31678,7 +31678,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "URL Click attempts by threat type_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "URL Click attempts by threat type_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject276').huntingQueryVersion276]",
@@ -31764,7 +31764,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "URL Clicks by Action_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "URL Clicks by Action_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject277').huntingQueryVersion277]",
@@ -31850,7 +31850,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "URLs by location_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "URLs by location_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject278').huntingQueryVersion278]",
@@ -31936,7 +31936,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Post Delivery Events by Admin_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Post Delivery Events by Admin_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject279').huntingQueryVersion279]",
@@ -32022,7 +32022,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Post Delivery Events by Location_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Post Delivery Events by Location_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject280').huntingQueryVersion280]",
@@ -32108,7 +32108,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Post Delivery Events by ZAP type_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Post Delivery Events by ZAP type_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject281').huntingQueryVersion281]",
@@ -32194,7 +32194,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Post Delivery Events over time_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Post Delivery Events over time_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject282').huntingQueryVersion282]",
@@ -32280,7 +32280,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "EmailDelivered-ToInbox_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "EmailDelivered-ToInbox_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject283').huntingQueryVersion283]",
@@ -32366,7 +32366,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "AnomalousPayloadDeliveredWithISOFile_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "AnomalousPayloadDeliveredWithISOFile_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject284').huntingQueryVersion284]",
@@ -32452,7 +32452,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "BitsadminActivity_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "BitsadminActivity_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject285').huntingQueryVersion285]",
@@ -32534,7 +32534,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "MaliciousUseOfMSIExec_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "MaliciousUseOfMSIExec_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject286').huntingQueryVersion286]",
@@ -32616,7 +32616,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "MaliciousUseOfMsiExecMimikatz_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "MaliciousUseOfMsiExecMimikatz_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject287').huntingQueryVersion287]",
@@ -32698,7 +32698,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "OfficeAppsLaunchingWscript_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "OfficeAppsLaunchingWscript_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject288').huntingQueryVersion288]",
@@ -32780,7 +32780,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "PotentialKerberoastActivities_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "PotentialKerberoastActivities_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject289').huntingQueryVersion289]",
@@ -32866,7 +32866,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "PowerShellDownloads_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "PowerShellDownloads_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject290').huntingQueryVersion290]",
@@ -32948,7 +32948,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "SuspiciousAppExeutedByWebserver_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "SuspiciousAppExeutedByWebserver_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject291').huntingQueryVersion291]",
@@ -33030,7 +33030,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "SuspiciousMshtaUsage_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "SuspiciousMshtaUsage_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject292').huntingQueryVersion292]",
@@ -33112,7 +33112,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "FilesCopiedToUSBDrives_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "FilesCopiedToUSBDrives_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject293').huntingQueryVersion293]",
@@ -33194,7 +33194,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "CVE-2022-26134-Confluence_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "CVE-2022-26134-Confluence_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject294').huntingQueryVersion294]",
@@ -33280,7 +33280,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "MosaicLoader_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "MosaicLoader_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject295').huntingQueryVersion295]",
@@ -33362,7 +33362,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "SpoolsvSpawningRundll32_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "SpoolsvSpawningRundll32_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject296').huntingQueryVersion296]",
@@ -33444,7 +33444,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "SuspiciousDLLInSpoolFolder_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "SuspiciousDLLInSpoolFolder_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject297').huntingQueryVersion297]",
@@ -33526,7 +33526,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "SuspiciousFilesInSpoolFolder_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "SuspiciousFilesInSpoolFolder_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject298').huntingQueryVersion298]",
@@ -33608,7 +33608,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "SuspiciousSpoolsvChildProcess_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "SuspiciousSpoolsvChildProcess_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject299').huntingQueryVersion299]",
@@ -33690,7 +33690,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "PrintNightmareUsageDetection-CVE-2021-1675_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "PrintNightmareUsageDetection-CVE-2021-1675_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject300').huntingQueryVersion300]",
@@ -33772,7 +33772,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "SuspiciousFileCreationByPrintSpoolerService_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "SuspiciousFileCreationByPrintSpoolerService_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject301').huntingQueryVersion301]",
@@ -33858,7 +33858,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "MITRESuspiciousEvents_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "MITRESuspiciousEvents_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject302').huntingQueryVersion302]",
@@ -33936,7 +33936,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "AnomalousVoulmeOfFileDeletion_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "AnomalousVoulmeOfFileDeletion_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject303').huntingQueryVersion303]",
@@ -34018,7 +34018,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "DetectMailSniper_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "DetectMailSniper_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject304').huntingQueryVersion304]",
@@ -34100,7 +34100,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "AccountBruteForce_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "AccountBruteForce_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject305').huntingQueryVersion305]",
@@ -34178,7 +34178,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "RemoteFileCreationWithPsExec_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "RemoteFileCreationWithPsExec_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject306').huntingQueryVersion306]",
@@ -34260,7 +34260,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "ServiceAccountsPerformingRemotePS_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "ServiceAccountsPerformingRemotePS_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject307').huntingQueryVersion307]",
@@ -34342,7 +34342,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "AccountCreation_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "AccountCreation_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject308').huntingQueryVersion308]",
@@ -34420,7 +34420,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "LocalAdminGroupChanges_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "LocalAdminGroupChanges_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject309').huntingQueryVersion309]",
@@ -34502,7 +34502,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "RareProcessAsService_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "RareProcessAsService_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject310').huntingQueryVersion310]",
@@ -34588,7 +34588,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "ScheduledTaskCreation_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "ScheduledTaskCreation_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject311').huntingQueryVersion311]",
@@ -34670,7 +34670,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "SAMNameChange_CVE-2021-42278_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "SAMNameChange_CVE-2021-42278_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject312').huntingQueryVersion312]",
@@ -34752,7 +34752,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "DataDeletionOnMulipleDrivesUsingCipherExe_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "DataDeletionOnMulipleDrivesUsingCipherExe_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject313').huntingQueryVersion313]",
@@ -34834,7 +34834,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "DetectMultipleSignsOfRamsomwareActivity_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "DetectMultipleSignsOfRamsomwareActivity_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject314').huntingQueryVersion314]",
@@ -34916,7 +34916,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "DisableSecurityServiceViaRegistry_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "DisableSecurityServiceViaRegistry_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject315').huntingQueryVersion315]",
@@ -34998,7 +34998,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "DomainDiscoveryWMICwithDLLHostExe_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "DomainDiscoveryWMICwithDLLHostExe_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject316').huntingQueryVersion316]",
@@ -35080,7 +35080,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "MDEExclusionUsingPowerShell_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "MDEExclusionUsingPowerShell_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject317').huntingQueryVersion317]",
@@ -35162,7 +35162,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "IcedIdSuspiciousImageLoad_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "IcedIdSuspiciousImageLoad_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject318').huntingQueryVersion318]",
@@ -35244,7 +35244,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "LaZagneCredTheft_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "LaZagneCredTheft_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject319').huntingQueryVersion319]",
@@ -35326,7 +35326,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "LogDeletionUsingWevtutil_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "LogDeletionUsingWevtutil_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject320').huntingQueryVersion320]",
@@ -35408,7 +35408,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "MultiProcessKillWithTaskKill_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "MultiProcessKillWithTaskKill_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject321').huntingQueryVersion321]",
@@ -35490,7 +35490,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "PotentialCobaltStrikeRansomwareActivity_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "PotentialCobaltStrikeRansomwareActivity_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject322').huntingQueryVersion322]",
@@ -35572,7 +35572,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "QakbotDiscoveryActivities_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "QakbotDiscoveryActivities_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject323').huntingQueryVersion323]",
@@ -35654,7 +35654,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "ShadowCopyDeletion_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "ShadowCopyDeletion_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject324').huntingQueryVersion324]",
@@ -35740,7 +35740,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "TurningOffServicesWithSCCommad_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "TurningOffServicesWithSCCommad_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject325').huntingQueryVersion325]",
@@ -35822,7 +35822,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Detect_CISA_Alert_AA22-117A2021_Top_Routinely_Exploited_Vulnerabilities_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Detect_CISA_Alert_AA22-117A2021_Top_Routinely_Exploited_Vulnerabilities_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject326').huntingQueryVersion326]",
@@ -35904,7 +35904,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Punycode chars lookalike domains_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Punycode chars lookalike domains_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject327').huntingQueryVersion327]",
@@ -35990,7 +35990,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Hunt for RMM tool execution following Teams messages_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Hunt for RMM tool execution following Teams messages_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject328').huntingQueryVersion328]",
@@ -36076,7 +36076,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Hunt for alerts correlated with Teams messages_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Hunt for alerts correlated with Teams messages_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject329').huntingQueryVersion329]",
@@ -36162,7 +36162,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Identify acting user for reported phish_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Identify acting user for reported phish_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject330').huntingQueryVersion330]",
@@ -36248,7 +36248,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Inbound Sender Domains Failing Email Authentication_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Inbound Sender Domains Failing Email Authentication_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject331').huntingQueryVersion331]",
@@ -36334,7 +36334,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Automatic External Email Forwarding by Type_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Automatic External Email Forwarding by Type_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject332').huntingQueryVersion332]",
@@ -36420,7 +36420,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "First-Contact External Email Senders_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "First-Contact External Email Senders_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject333').huntingQueryVersion333]",
@@ -36506,7 +36506,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "New External Sender Domains Carrying Threats_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "New External Sender Domains Carrying Threats_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject334').huntingQueryVersion334]",
@@ -36592,7 +36592,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top External Domains Receiving Auto-forwarded Email_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top External Domains Receiving Auto-forwarded Email_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject335').huntingQueryVersion335]",
@@ -36678,7 +36678,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top External Recipients Receiving Auto-forwarded Email_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top External Recipients Receiving Auto-forwarded Email_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject336').huntingQueryVersion336]",
@@ -36764,7 +36764,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top Users Auto-forwarding Email Externally_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top Users Auto-forwarding Email Externally_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject337').huntingQueryVersion337]",
@@ -36850,7 +36850,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "File Malware Detections Over Time_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "File Malware Detections Over Time_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject338').huntingQueryVersion338]",
@@ -36936,7 +36936,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "File Malware Detections by Location_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "File Malware Detections by Location_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject339').huntingQueryVersion339]",
@@ -37022,7 +37022,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "File Malware Detections by Workload_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "File Malware Detections by Workload_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject340').huntingQueryVersion340]",
@@ -37108,7 +37108,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "File Malware Top Families by MDO Detonation_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "File Malware Top Families by MDO Detonation_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject341').huntingQueryVersion341]",
@@ -37194,7 +37194,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "File Malware Top Families by SharePoint Antivirus_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "File Malware Top Families by SharePoint Antivirus_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject342').huntingQueryVersion342]",
@@ -37280,7 +37280,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "File Scanning Coverage_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "File Scanning Coverage_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject343').huntingQueryVersion343]",
@@ -37366,7 +37366,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Malware Detection IP and Geo Position_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Malware Detection IP and Geo Position_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject344').huntingQueryVersion344]",
@@ -37452,7 +37452,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Malware Detections by Sender Country_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Malware Detections by Sender Country_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject345').huntingQueryVersion345]",
@@ -37538,7 +37538,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Malware Detections by Threat Classification_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Malware Detections by Threat Classification_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject346').huntingQueryVersion346]",
@@ -37624,7 +37624,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top Attacked Users by Malware Threat Classification_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top Attacked Users by Malware Threat Classification_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject347').huntingQueryVersion347]",
@@ -37710,7 +37710,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top File Owners Holding Malware_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top File Owners Holding Malware_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject348').huntingQueryVersion348]",
@@ -37796,7 +37796,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "First-Contact External Teams Senders_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "First-Contact External Teams Senders_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject349').huntingQueryVersion349]",
@@ -37882,7 +37882,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Malicious files shared in Microsoft Teams_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Malicious files shared in Microsoft Teams_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject350').huntingQueryVersion350]",
@@ -37968,7 +37968,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Microsoft Teams External versus Internal Thread Exposure_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Microsoft Teams External versus Internal Thread Exposure_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject351').huntingQueryVersion351]",
@@ -38054,7 +38054,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Teams File Protection Summary_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Teams File Protection Summary_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject352').huntingQueryVersion352]",
@@ -38140,7 +38140,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "SecOps Mailbox Override Count_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "SecOps Mailbox Override Count_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject353').huntingQueryVersion353]",
@@ -38226,7 +38226,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "SecOps Mailbox Overrides by Threat Type_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "SecOps Mailbox Overrides by Threat Type_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject354').huntingQueryVersion354]",
@@ -38312,7 +38312,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top Recipients Receiving Threats Delivered by Override_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top Recipients Receiving Threats Delivered by Override_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject355').huntingQueryVersion355]",
@@ -38398,7 +38398,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top Sender Domains Delivering Threats via Override_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top Sender Domains Delivering Threats via Override_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject356').huntingQueryVersion356]",
@@ -38484,7 +38484,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Phish Detection IP and Geo Position_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Phish Detection IP and Geo Position_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject357').huntingQueryVersion357]",
@@ -38570,7 +38570,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Phish Detections by Sender Country_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Phish Detections by Sender Country_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject358').huntingQueryVersion358]",
@@ -38656,7 +38656,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Phish Detections by Threat Classification_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Phish Detections by Threat Classification_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject359').huntingQueryVersion359]",
@@ -38742,7 +38742,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Phishing Detected by LLM Content Analysis_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Phishing Detected by LLM Content Analysis_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject360').huntingQueryVersion360]",
@@ -38828,7 +38828,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top Attacked Users by Phish Threat Classification_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top Attacked Users by Phish Threat Classification_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject361').huntingQueryVersion361]",
@@ -38914,7 +38914,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Quarantine Release Percentage_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Quarantine Release Percentage_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject362').huntingQueryVersion362]",
@@ -39000,7 +39000,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Automated Investigation Outcomes by Day_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Automated Investigation Outcomes by Day_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject363').huntingQueryVersion363]",
@@ -39086,7 +39086,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Automated Remediation Delivery to Action Latency_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Automated Remediation Delivery to Action Latency_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject364').huntingQueryVersion364]",
@@ -39172,7 +39172,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Automated Remediation Efficiency Over Time_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Automated Remediation Efficiency Over Time_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject365').huntingQueryVersion365]",
@@ -39258,7 +39258,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Automated Remediation Manual versus Automatic Approval_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Automated Remediation Manual versus Automatic Approval_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject366').huntingQueryVersion366]",
@@ -39344,7 +39344,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Spam Detections by Sender Country_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Spam Detections by Sender Country_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject367').huntingQueryVersion367]",
@@ -39430,7 +39430,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Impersonation and Spoof Detections by Sender Country_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Impersonation and Spoof Detections by Sender Country_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject368').huntingQueryVersion368]",
@@ -39516,7 +39516,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top Recipients Targeted by Impersonation or BEC_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top Recipients Targeted by Impersonation or BEC_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject369').huntingQueryVersion369]",
@@ -39602,7 +39602,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top accounts performing user submissions - FP_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top accounts performing user submissions - FP_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject370').huntingQueryVersion370]",
@@ -39688,7 +39688,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "User Submissions - Top Inbound Subjects FP_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "User Submissions - Top Inbound Subjects FP_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject371').huntingQueryVersion371]",
@@ -39774,7 +39774,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "User Submissions - Top Intra-Org P2 senders FP_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "User Submissions - Top Intra-Org P2 senders FP_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject372').huntingQueryVersion372]",
@@ -39860,7 +39860,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "User Submissions - Top email (P2) sender domains FP_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "User Submissions - Top email (P2) sender domains FP_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject373').huntingQueryVersion373]",
@@ -39946,7 +39946,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "User Submissions - Top email (P2) senders FP_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "User Submissions - Top email (P2) senders FP_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject374').huntingQueryVersion374]",
@@ -40032,7 +40032,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "User Submissions Trend - FP_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "User Submissions Trend - FP_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject375').huntingQueryVersion375]",
@@ -40118,7 +40118,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "User Submissions by Detection Method - Phish FP_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "User Submissions by Detection Method - Phish FP_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject376').huntingQueryVersion376]",
@@ -40204,7 +40204,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "User Submissions by Detection Method - Spam FP_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "User Submissions by Detection Method - Spam FP_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject377').huntingQueryVersion377]",
@@ -40290,7 +40290,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "User Submissions by Submission State - FP_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "User Submissions by Submission State - FP_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject378').huntingQueryVersion378]",
@@ -40376,7 +40376,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Largest Malicious Email Campaigns by Cluster_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Largest Malicious Email Campaigns by Cluster_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject379').huntingQueryVersion379]",
@@ -40462,7 +40462,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Blocked URL Clicks by Workload_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Blocked URL Clicks by Workload_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject380').huntingQueryVersion380]",
@@ -40548,7 +40548,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top 20 Malicious URLs by Clicks_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top 20 Malicious URLs by Clicks_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject381').huntingQueryVersion381]",
@@ -40634,7 +40634,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Top Clicks on Malicious URLs_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Top Clicks on Malicious URLs_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject382').huntingQueryVersion382]",
@@ -40720,7 +40720,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "URL Click-Through by Workload_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "URL Click-Through by Workload_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject383').huntingQueryVersion383]",
@@ -40806,7 +40806,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "URL Threat Protection Summary_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "URL Threat Protection Summary_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject384').huntingQueryVersion384]",
@@ -40892,7 +40892,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Malware URL Detections Trend_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Malware URL Detections Trend_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject385').huntingQueryVersion385]",
@@ -40978,7 +40978,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Phishing URL Detections Trend_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "Phishing URL Detections Trend_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject386').huntingQueryVersion386]",
@@ -41064,7 +41064,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "QR Code URL Detections Trend_HuntingQueries Hunting Query with template version 3.2.1",
+        "description": "QR Code URL Detections Trend_HuntingQueries Hunting Query with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('huntingQueryObject387').huntingQueryVersion387]",
@@ -41150,7 +41150,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "MicrosoftDefenderForOffice365detectionsandinsights Workbook with template version 3.2.1",
+        "description": "MicrosoftDefenderForOffice365detectionsandinsights Workbook with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('workbookVersion1')]",
@@ -41275,7 +41275,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "MicrosoftDefenderForEndPoint Workbook with template version 3.2.1",
+        "description": "MicrosoftDefenderForEndPoint Workbook with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('workbookVersion2')]",
@@ -41351,7 +41351,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "MicrosoftDefenderForIdentity Workbook with template version 3.2.1",
+        "description": "MicrosoftDefenderForIdentity Workbook with template version 3.2.2",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "contentVersion": "[variables('workbookVersion3')]",
@@ -41444,7 +41444,7 @@
       "apiVersion": "2023-04-01-preview",
       "location": "[parameters('workspace-location')]",
       "properties": {
-        "version": "3.2.1",
+        "version": "3.2.2",
         "kind": "Solution",
         "contentSchemaVersion": "3.0.0",
         "displayName": "Microsoft Defender XDR",
@@ -43632,17 +43632,17 @@
             {
               "kind": "DefenderWorkbook",
               "contentId": "05a7425a-fcda-5e24-823d-f8c9dd7a6215",
-              "version": "3.2.1"
+              "version": "3.2.2"
             },
             {
               "kind": "DefenderWorkbook",
               "contentId": "200c5dd2-9786-5619-8425-4508a238d76a",
-              "version": "3.2.1"
+              "version": "3.2.2"
             },
             {
               "kind": "DefenderWorkbook",
               "contentId": "e39952df-ba60-50cf-80f6-76f7a2ebf57c",
-              "version": "3.2.1"
+              "version": "3.2.2"
             }
           ]
         },
@@ -43883,14 +43883,20 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "let AllDeviceNames = DeviceInfo | distinct DeviceId, DeviceName;\nlet DeviceEventSummary = DeviceEvents | extend Type = \"DeviceEvents\" | summarize count() by DeviceId, Type, bin(TimeGenerated,1d);\nlet DeviceNetworkEventsSummary = DeviceNetworkEvents | extend Type = \"DeviceNetworkEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceNetworkInfoSummary = DeviceNetworkInfo | extend Type = \"DeviceNetworkInfo\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceLogonEventsSummary = DeviceLogonEvents | extend Type = \"DeviceLogonEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceRegistryEventsSummary = DeviceRegistryEvents | extend Type = \"DeviceRegistryEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceProcessEventsSummary = DeviceProcessEvents | extend Type = \"DeviceProcessEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\n(DeviceEventSummary\n| union DeviceNetworkEventsSummary,\nDeviceNetworkEventsSummary,\nDeviceNetworkInfoSummary,\nDeviceLogonEventsSummary,\nDeviceRegistryEventsSummary,\nDeviceProcessEventsSummary)\n| join kind=inner ( \nAllDeviceNames\n)\non $left.DeviceId == $right.DeviceId\n| project-reorder Type, TimeGenerated, count_\n//| project-away DeviceId, DeviceId1",
+                              "query": "let AllDeviceNames = DeviceInfo | distinct DeviceId, DeviceName;\nlet DeviceEventSummary = DeviceEvents | extend Type = \"DeviceEvents\" | summarize count() by DeviceId, Type, bin(TimeGenerated,1d);\nlet DeviceNetworkEventsSummary = DeviceNetworkEvents | extend Type = \"DeviceNetworkEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceNetworkInfoSummary = DeviceNetworkInfo | extend Type = \"DeviceNetworkInfo\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceLogonEventsSummary = DeviceLogonEvents | extend Type = \"DeviceLogonEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceRegistryEventsSummary = DeviceRegistryEvents | extend Type = \"DeviceRegistryEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceProcessEventsSummary = DeviceProcessEvents | extend Type = \"DeviceProcessEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\n(DeviceEventSummary\n| union DeviceNetworkEventsSummary,\nDeviceNetworkInfoSummary,\nDeviceLogonEventsSummary,\nDeviceRegistryEventsSummary,\nDeviceProcessEventsSummary)\n| join kind=inner ( \nAllDeviceNames\n)\non $left.DeviceId == $right.DeviceId\n| project-reorder Type, TimeGenerated, count_\n//| project-away DeviceId, DeviceId1",
                               "size": 1,
                               "title": "Daily Data Flow on MDE Tables over {TimeRange}",
                               "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting",
                               "visualization": "timechart",
                               "chartSettings": {
-                                "xAxis": "count_"
+                                "xAxis": "TimeGenerated",
+                                "yAxis": [
+                                  "count_"
+                                ],
+                                "splitBy": [
+                                  "Type"
+                                ]
                               }
                             },
                             "name": "query - 2"
@@ -43917,6 +43923,7 @@
                               "query": "let UsbDriveMount = DeviceEvents\r\n| where ActionType==\"UsbDriveMounted\"\r\n| extend ParsedFields=parse_json(AdditionalFields)\r\n| project DeviceId, DeviceName, DriveLetter=ParsedFields.DriveLetter, MountTime=Timestamp,\r\nProductName=ParsedFields.ProductName,SerialNumber=ParsedFields.SerialNumber,Manufacturer=ParsedFields.Manufacturer\r\n| order by DeviceId asc, MountTime desc;\r\nlet FileCreation = DeviceFileEvents\r\n| where InitiatingProcessAccountName != \"system\"\r\n| where ActionType == \"FileCreated\"\r\n| where FolderPath !startswith \"C:\\\\\"\r\n| where FolderPath !startswith \"\\\\\"\r\n| project ReportId,DeviceId,InitiatingProcessAccountDomain,\r\nInitiatingProcessAccountName,InitiatingProcessAccountUpn,\r\nFileName, FolderPath, SHA256, Timestamp, SensitivityLabel, IsAzureInfoProtectionApplied\r\n| order by DeviceId asc, Timestamp desc;\r\nFileCreation | lookup kind=inner (UsbDriveMount) on DeviceId\r\n| where FolderPath startswith DriveLetter\r\n| where Timestamp >= MountTime\r\n| partition by ReportId ( top 1 by MountTime )\r\n| order by DeviceId asc, Timestamp desc\r\n| summarize FileCount = count() by DeviceName\r\n| order by FileCount desc",
                               "size": 1,
                               "title": "Device where files are copied to USB Drive from TimeTange {TimeRange}",
+                              "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting",
                               "gridSettings": {
                                 "formatters": [
@@ -43938,7 +43945,7 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "DeviceNetworkInfo\r\n| extend ConnectedNetworks = todynamic(tostring(ConnectedNetworks)) \r\n| summarize arg_max(TimeGenerated,*) by DeviceId\r\n| mvexpand ConnectedNetworks\r\n| summarize count() by tostring(ConnectedNetworks.IsConnectedToInternet)",
+                              "query": "DeviceNetworkInfo\r\n| extend ConnectedNetworks = todynamic(tostring(ConnectedNetworks)) \r\n| summarize arg_max(TimeGenerated,*) by DeviceId\r\n| mvexpand ConnectedNetworks\r\n| summarize count() by InternetConnectivity = coalesce(tostring(ConnectedNetworks.IsConnectedToInternet), \"Unknown\")",
                               "size": 1,
                               "title": "Device Internet Connectivity Status from TimeTange {TimeRange}",
                               "timeContextFromParameter": "TimeRange",
@@ -43964,7 +43971,7 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "DeviceInfo\r\n| where isnotempty(OSPlatform)\r\n| summarize arg_max(Timestamp, DeviceName) by DeviceId\r\n| extend DeviceMachineName = split(DeviceName, '.')[0]\r\n| extend DeviceDomain = substring(DeviceName, strlen(DeviceMachineName) + 1, strlen(DeviceName) - strlen(DeviceMachineName) - 1)\r\n| summarize count() by DeviceDomain",
+                              "query": "DeviceInfo\r\n| where isnotempty(OSPlatform)\r\n| summarize arg_max(Timestamp, DeviceName) by DeviceId\r\n| extend DeviceMachineName = split(DeviceName, '.')[0]\r\n| extend DeviceDomain = substring(DeviceName, strlen(DeviceMachineName) + 1, strlen(DeviceName) - strlen(DeviceMachineName) - 1)\r\n| summarize count() by DeviceDomain = coalesce(DeviceDomain, \"No DNS suffix\")",
                               "size": 1,
                               "title": "Device Count by DNS Suffix",
                               "timeContextFromParameter": "TimeRange",
@@ -43985,9 +43992,10 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "DeviceInfo\r\n| where isnotempty(OSPlatform)\r\n| summarize arg_max(TimeGenerated, *) by DeviceId\r\n| summarize count() by tostring(IsAzureADJoined)",
+                              "query": "DeviceInfo\r\n| where isnotempty(OSPlatform)\r\n| summarize arg_max(TimeGenerated, *) by DeviceId\r\n| summarize count() by EntraIDJoinStatus = coalesce(tostring(IsAzureADJoined), \"Unknown\")",
                               "size": 1,
                               "title": "Device EntraID Join status",
+                              "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting",
                               "visualization": "piechart",
                               "gridSettings": {
@@ -44071,6 +44079,7 @@
                               "query": "DeviceEvents\r\n| where ActionType startswith \"Asr\" and ActionType endswith \"Blocked\"\r\n// Count total stats - count events and machines per rule\r\n| summarize EventCount=count(), MachinesCount=dcount(DeviceId) by ActionType",
                               "size": 0,
                               "title": "Get stats on ASR blocks - count events and machines per rule for {TimeRange}",
+                              "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting"
                             },
                             "name": "query - 1 - Copy"
@@ -44133,6 +44142,7 @@
                               "query": "DeviceNetworkInfo\r\n| summarize arg_max(TimeGenerated,*) by DeviceId\r\n| summarize count() by MachineGroup",
                               "size": 0,
                               "title": "Count By Machine Group for {TimeRange}",
+                              "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting",
                               "gridSettings": {
                                 "filter": true
@@ -44185,7 +44195,7 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "// This query looks for Tor client, or for a common Tor plugin called Meek.\r\n// We query for active Tor connections, but could have alternatively looked for active Tor runs (ProcessCreateEvents) or Tor downloads (DeviceFileEvents)\r\n// To read more about this technique, see:\r\n// Tor: https://attack.mitre.org/wiki/Software/S0183#Techniques_Used\r\n// Meek plugin: https://attack.mitre.org/wiki/Software/S0175\r\n// Multi-hop proxy technique: https://attack.mitre.org/wiki/Technique/T1188\r\n// Tags: #Tor, #MultiHopProxy, #CnC\r\nDeviceNetworkEvents  \r\n| where Timestamp < ago(3d) and InitiatingProcessFileName in~ (\"tor.exe\", \"meek-client.exe\")\r\n// Returns MD5 hashes of files used by Tor, to enable you to block them.\r\n// We count how prevalent each file is (by machines) and show examples for some of them (up to 5 machine names per hash).\r\n| summarize MachineCount=dcount(DeviceName), MachineNames=makeset(DeviceName, 5) by InitiatingProcessMD5\r\n| order by MachineCount desc",
+                              "query": "// This query looks for Tor client, or for a common Tor plugin called Meek.\r\n// We query for active Tor connections, but could have alternatively looked for active Tor runs (ProcessCreateEvents) or Tor downloads (DeviceFileEvents)\r\n// To read more about this technique, see:\r\n// Tor: https://attack.mitre.org/wiki/Software/S0183#Techniques_Used\r\n// Meek plugin: https://attack.mitre.org/wiki/Software/S0175\r\n// Multi-hop proxy technique: https://attack.mitre.org/wiki/Technique/T1188\r\n// Tags: #Tor, #MultiHopProxy, #CnC\r\nDeviceNetworkEvents  \r\n| where InitiatingProcessFileName in~ (\"tor.exe\", \"meek-client.exe\")\r\n// Returns MD5 hashes of files used by Tor, to enable you to block them.\r\n// We count how prevalent each file is (by machines) and show examples for some of them (up to 5 machine names per hash).\r\n| summarize MachineCount=dcount(DeviceName), MachineNames=makeset(DeviceName, 5) by InitiatingProcessMD5\r\n| order by MachineCount desc",
                               "size": 0,
                               "title": "Tor Clients for {TimeRange}",
                               "timeContextFromParameter": "TimeRange",
@@ -44225,9 +44235,10 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "DeviceFileEvents\r\n| summarize count() by InitiatingProcessAccountUpn",
+                              "query": "DeviceFileEvents\r\n| summarize count() by InitiatingProcessAccountUpn = coalesce(InitiatingProcessAccountUpn, \"No UPN\")",
                               "size": 0,
                               "title": "Count by InitiatingProcessAccountUpn for {TimeRange}",
+                              "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting",
                               "visualization": "unstackedbar"
                             },
@@ -44247,9 +44258,9 @@
                   "$schema": "https://github.com/Microsoft/Application-Insights-Workbooks/blob/master/schema/workbook.json",
                   "contentProvenance": {
                     "packageId": "azuresentinel.azure-sentinel-solution-microsoft365defender",
-                    "packageVersion": "3.2.1",
+                    "packageVersion": "3.2.2",
                     "contentId": "05a7425a-fcda-5e24-823d-f8c9dd7a6215",
-                    "contentVersion": "3.2.1"
+                    "contentVersion": "3.2.2"
                   }
                 }
               }
@@ -44483,14 +44494,20 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "let AllDeviceNames = DeviceInfo | distinct DeviceId, DeviceName;\nlet DeviceEventSummary = DeviceEvents | extend Type = \"DeviceEvents\" | summarize count() by DeviceId, Type, bin(TimeGenerated,1d);\nlet DeviceNetworkEventsSummary = DeviceNetworkEvents | extend Type = \"DeviceNetworkEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceNetworkInfoSummary = DeviceNetworkInfo | extend Type = \"DeviceNetworkInfo\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceLogonEventsSummary = DeviceLogonEvents | extend Type = \"DeviceLogonEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceRegistryEventsSummary = DeviceRegistryEvents | extend Type = \"DeviceRegistryEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceProcessEventsSummary = DeviceProcessEvents | extend Type = \"DeviceProcessEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\n(DeviceEventSummary\n| union DeviceNetworkEventsSummary,\nDeviceNetworkEventsSummary,\nDeviceNetworkInfoSummary,\nDeviceLogonEventsSummary,\nDeviceRegistryEventsSummary,\nDeviceProcessEventsSummary)\n| join kind=inner ( \nAllDeviceNames\n)\non $left.DeviceId == $right.DeviceId\n| project-reorder Type, TimeGenerated, count_\n//| project-away DeviceId, DeviceId1",
+                              "query": "let AllDeviceNames = DeviceInfo | distinct DeviceId, DeviceName;\nlet DeviceEventSummary = DeviceEvents | extend Type = \"DeviceEvents\" | summarize count() by DeviceId, Type, bin(TimeGenerated,1d);\nlet DeviceNetworkEventsSummary = DeviceNetworkEvents | extend Type = \"DeviceNetworkEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceNetworkInfoSummary = DeviceNetworkInfo | extend Type = \"DeviceNetworkInfo\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceLogonEventsSummary = DeviceLogonEvents | extend Type = \"DeviceLogonEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceRegistryEventsSummary = DeviceRegistryEvents | extend Type = \"DeviceRegistryEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceProcessEventsSummary = DeviceProcessEvents | extend Type = \"DeviceProcessEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\n(DeviceEventSummary\n| union DeviceNetworkEventsSummary,\nDeviceNetworkInfoSummary,\nDeviceLogonEventsSummary,\nDeviceRegistryEventsSummary,\nDeviceProcessEventsSummary)\n| join kind=inner ( \nAllDeviceNames\n)\non $left.DeviceId == $right.DeviceId\n| project-reorder Type, TimeGenerated, count_\n//| project-away DeviceId, DeviceId1",
                               "size": 1,
                               "title": "Daily Data Flow on MDE Tables over {TimeRange}",
                               "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting",
                               "visualization": "timechart",
                               "chartSettings": {
-                                "xAxis": "count_"
+                                "xAxis": "TimeGenerated",
+                                "yAxis": [
+                                  "count_"
+                                ],
+                                "splitBy": [
+                                  "Type"
+                                ]
                               }
                             },
                             "name": "query - 2"
@@ -44517,6 +44534,7 @@
                               "query": "let UsbDriveMount = DeviceEvents\r\n| where ActionType==\"UsbDriveMounted\"\r\n| extend ParsedFields=parse_json(AdditionalFields)\r\n| project DeviceId, DeviceName, DriveLetter=ParsedFields.DriveLetter, MountTime=Timestamp,\r\nProductName=ParsedFields.ProductName,SerialNumber=ParsedFields.SerialNumber,Manufacturer=ParsedFields.Manufacturer\r\n| order by DeviceId asc, MountTime desc;\r\nlet FileCreation = DeviceFileEvents\r\n| where InitiatingProcessAccountName != \"system\"\r\n| where ActionType == \"FileCreated\"\r\n| where FolderPath !startswith \"C:\\\\\"\r\n| where FolderPath !startswith \"\\\\\"\r\n| project ReportId,DeviceId,InitiatingProcessAccountDomain,\r\nInitiatingProcessAccountName,InitiatingProcessAccountUpn,\r\nFileName, FolderPath, SHA256, Timestamp, SensitivityLabel, IsAzureInfoProtectionApplied\r\n| order by DeviceId asc, Timestamp desc;\r\nFileCreation | lookup kind=inner (UsbDriveMount) on DeviceId\r\n| where FolderPath startswith DriveLetter\r\n| where Timestamp >= MountTime\r\n| partition by ReportId ( top 1 by MountTime )\r\n| order by DeviceId asc, Timestamp desc\r\n| summarize FileCount = count() by DeviceName\r\n| order by FileCount desc",
                               "size": 1,
                               "title": "Device where files are copied to USB Drive from TimeTange {TimeRange}",
+                              "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting",
                               "gridSettings": {
                                 "formatters": [
@@ -44538,7 +44556,7 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "DeviceNetworkInfo\r\n| extend ConnectedNetworks = todynamic(tostring(ConnectedNetworks)) \r\n| summarize arg_max(TimeGenerated,*) by DeviceId\r\n| mvexpand ConnectedNetworks\r\n| summarize count() by tostring(ConnectedNetworks.IsConnectedToInternet)",
+                              "query": "DeviceNetworkInfo\r\n| extend ConnectedNetworks = todynamic(tostring(ConnectedNetworks)) \r\n| summarize arg_max(TimeGenerated,*) by DeviceId\r\n| mvexpand ConnectedNetworks\r\n| summarize count() by InternetConnectivity = coalesce(tostring(ConnectedNetworks.IsConnectedToInternet), \"Unknown\")",
                               "size": 1,
                               "title": "Device Internet Connectivity Status from TimeTange {TimeRange}",
                               "timeContextFromParameter": "TimeRange",
@@ -44564,7 +44582,7 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "DeviceInfo\r\n| where isnotempty(OSPlatform)\r\n| summarize arg_max(Timestamp, DeviceName) by DeviceId\r\n| extend DeviceMachineName = split(DeviceName, '.')[0]\r\n| extend DeviceDomain = substring(DeviceName, strlen(DeviceMachineName) + 1, strlen(DeviceName) - strlen(DeviceMachineName) - 1)\r\n| summarize count() by DeviceDomain",
+                              "query": "DeviceInfo\r\n| where isnotempty(OSPlatform)\r\n| summarize arg_max(Timestamp, DeviceName) by DeviceId\r\n| extend DeviceMachineName = split(DeviceName, '.')[0]\r\n| extend DeviceDomain = substring(DeviceName, strlen(DeviceMachineName) + 1, strlen(DeviceName) - strlen(DeviceMachineName) - 1)\r\n| summarize count() by DeviceDomain = coalesce(DeviceDomain, \"No DNS suffix\")",
                               "size": 1,
                               "title": "Device Count by DNS Suffix",
                               "timeContextFromParameter": "TimeRange",
@@ -44585,9 +44603,10 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "DeviceInfo\r\n| where isnotempty(OSPlatform)\r\n| summarize arg_max(TimeGenerated, *) by DeviceId\r\n| summarize count() by tostring(IsAzureADJoined)",
+                              "query": "DeviceInfo\r\n| where isnotempty(OSPlatform)\r\n| summarize arg_max(TimeGenerated, *) by DeviceId\r\n| summarize count() by EntraIDJoinStatus = coalesce(tostring(IsAzureADJoined), \"Unknown\")",
                               "size": 1,
                               "title": "Device EntraID Join status",
+                              "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting",
                               "visualization": "piechart",
                               "gridSettings": {
@@ -44671,6 +44690,7 @@
                               "query": "DeviceEvents\r\n| where ActionType startswith \"Asr\" and ActionType endswith \"Blocked\"\r\n// Count total stats - count events and machines per rule\r\n| summarize EventCount=count(), MachinesCount=dcount(DeviceId) by ActionType",
                               "size": 0,
                               "title": "Get stats on ASR blocks - count events and machines per rule for {TimeRange}",
+                              "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting"
                             },
                             "name": "query - 1 - Copy"
@@ -44733,6 +44753,7 @@
                               "query": "DeviceNetworkInfo\r\n| summarize arg_max(TimeGenerated,*) by DeviceId\r\n| summarize count() by MachineGroup",
                               "size": 0,
                               "title": "Count By Machine Group for {TimeRange}",
+                              "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting",
                               "gridSettings": {
                                 "filter": true
@@ -44785,7 +44806,7 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "// This query looks for Tor client, or for a common Tor plugin called Meek.\r\n// We query for active Tor connections, but could have alternatively looked for active Tor runs (ProcessCreateEvents) or Tor downloads (DeviceFileEvents)\r\n// To read more about this technique, see:\r\n// Tor: https://attack.mitre.org/wiki/Software/S0183#Techniques_Used\r\n// Meek plugin: https://attack.mitre.org/wiki/Software/S0175\r\n// Multi-hop proxy technique: https://attack.mitre.org/wiki/Technique/T1188\r\n// Tags: #Tor, #MultiHopProxy, #CnC\r\nDeviceNetworkEvents  \r\n| where Timestamp < ago(3d) and InitiatingProcessFileName in~ (\"tor.exe\", \"meek-client.exe\")\r\n// Returns MD5 hashes of files used by Tor, to enable you to block them.\r\n// We count how prevalent each file is (by machines) and show examples for some of them (up to 5 machine names per hash).\r\n| summarize MachineCount=dcount(DeviceName), MachineNames=makeset(DeviceName, 5) by InitiatingProcessMD5\r\n| order by MachineCount desc",
+                              "query": "// This query looks for Tor client, or for a common Tor plugin called Meek.\r\n// We query for active Tor connections, but could have alternatively looked for active Tor runs (ProcessCreateEvents) or Tor downloads (DeviceFileEvents)\r\n// To read more about this technique, see:\r\n// Tor: https://attack.mitre.org/wiki/Software/S0183#Techniques_Used\r\n// Meek plugin: https://attack.mitre.org/wiki/Software/S0175\r\n// Multi-hop proxy technique: https://attack.mitre.org/wiki/Technique/T1188\r\n// Tags: #Tor, #MultiHopProxy, #CnC\r\nDeviceNetworkEvents  \r\n| where InitiatingProcessFileName in~ (\"tor.exe\", \"meek-client.exe\")\r\n// Returns MD5 hashes of files used by Tor, to enable you to block them.\r\n// We count how prevalent each file is (by machines) and show examples for some of them (up to 5 machine names per hash).\r\n| summarize MachineCount=dcount(DeviceName), MachineNames=makeset(DeviceName, 5) by InitiatingProcessMD5\r\n| order by MachineCount desc",
                               "size": 0,
                               "title": "Tor Clients for {TimeRange}",
                               "timeContextFromParameter": "TimeRange",
@@ -44825,9 +44846,10 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "DeviceFileEvents\r\n| summarize count() by InitiatingProcessAccountUpn",
+                              "query": "DeviceFileEvents\r\n| summarize count() by InitiatingProcessAccountUpn = coalesce(InitiatingProcessAccountUpn, \"No UPN\")",
                               "size": 0,
                               "title": "Count by InitiatingProcessAccountUpn for {TimeRange}",
+                              "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting",
                               "visualization": "unstackedbar"
                             },
@@ -44847,9 +44869,9 @@
                   "$schema": "https://github.com/Microsoft/Application-Insights-Workbooks/blob/master/schema/workbook.json",
                   "contentProvenance": {
                     "packageId": "azuresentinel.azure-sentinel-solution-microsoft365defender",
-                    "packageVersion": "3.2.1",
+                    "packageVersion": "3.2.2",
                     "contentId": "05a7425a-fcda-5e24-823d-f8c9dd7a6215",
-                    "contentVersion": "3.2.1"
+                    "contentVersion": "3.2.2"
                   }
                 }
               }
@@ -44857,21 +44879,21 @@
           }
         },
         "packageKind": "Solution",
-        "packageVersion": "3.2.1",
+        "packageVersion": "3.2.2",
         "packageName": "Microsoft Defender XDR",
         "packageId": "azuresentinel.azure-sentinel-solution-microsoft365defender",
         "contentSchemaVersion": "3.0.0",
         "contentId": "05a7425a-fcda-5e24-823d-f8c9dd7a6215",
         "contentKind": "DefenderWorkbook",
         "displayName": "MicrosoftDefenderForEndPoint",
-        "contentProductId": "[concat(take(variables('_solutionId'),50),'-','dwb','-', uniqueString(concat(variables('_solutionId'),'-','DefenderWorkbook','-','05a7425a-fcda-5e24-823d-f8c9dd7a6215','-','3.2.1')))]",
-        "id": "[concat(take(variables('_solutionId'),50),'-','dwb','-', uniqueString(concat(variables('_solutionId'),'-','DefenderWorkbook','-','05a7425a-fcda-5e24-823d-f8c9dd7a6215','-','3.2.1')))]",
-        "version": "3.2.1",
+        "contentProductId": "[concat(take(variables('_solutionId'),50),'-','dwb','-', uniqueString(concat(variables('_solutionId'),'-','DefenderWorkbook','-','05a7425a-fcda-5e24-823d-f8c9dd7a6215','-','3.2.2')))]",
+        "id": "[concat(take(variables('_solutionId'),50),'-','dwb','-', uniqueString(concat(variables('_solutionId'),'-','DefenderWorkbook','-','05a7425a-fcda-5e24-823d-f8c9dd7a6215','-','3.2.2')))]",
+        "version": "3.2.2",
         "contentProvenance": {
           "packageId": "azuresentinel.azure-sentinel-solution-microsoft365defender",
-          "packageVersion": "3.2.1",
+          "packageVersion": "3.2.2",
           "contentId": "05a7425a-fcda-5e24-823d-f8c9dd7a6215",
-          "contentVersion": "3.2.1",
+          "contentVersion": "3.2.2",
           "requiredWorkloads": [
             {
               "workload": "mde",
@@ -45144,7 +45166,7 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "IdentityLogonEvents\r\n| summarize count() by Protocol",
+                              "query": "IdentityLogonEvents\r\n| summarize count() by Protocol = coalesce(Protocol, \"Unknown\")",
                               "size": 0,
                               "title": "Log On Protocol",
                               "timeContextFromParameter": "TimeRange",
@@ -45172,9 +45194,10 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "IdentityQueryEvents\r\n| summarize count() by DestinationPort",
+                              "query": "IdentityQueryEvents\r\n| summarize count() by DestinationPort = coalesce(tostring(DestinationPort), \"Unknown\")",
                               "size": 0,
                               "title": "Query Destination Port",
+                              "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting",
                               "visualization": "piechart"
                             },
@@ -45209,7 +45232,7 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "IdentityDirectoryEvents\r\n| summarize count() by Protocol",
+                              "query": "IdentityDirectoryEvents\r\n| summarize count() by Protocol = coalesce(Protocol, \"Unknown\")",
                               "size": 0,
                               "title": "Directory Events Protocol",
                               "timeContextFromParameter": "TimeRange",
@@ -45223,9 +45246,9 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "IdentityDirectoryEvents\r\n| summarize count() by AccountDomain",
+                              "query": "IdentityDirectoryEvents\r\n| summarize count() by AccountDomain = coalesce(AccountDomain, \"Unknown\")",
                               "size": 0,
-                              "title": "Directory Events Protocol",
+                              "title": "Directory Events Account Domain",
                               "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting",
                               "visualization": "piechart"
@@ -45237,9 +45260,11 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "IdentityDirectoryEvents\r\n| where isnotempty(AccountUpn)\r\n| summarize count() by AccountUpn\r\n| order by count_ desc \r\n| take 10",
+                              "query": "IdentityDirectoryEvents\r\n| extend Account = coalesce(AccountUpn, iff(isnotempty(AccountName) and isnotempty(AccountDomain), strcat(AccountDomain, \"\\\\\", AccountName), AccountName), tostring(AdditionalFields[\"ACTOR.ACCOUNT\"]), AccountSid)\r\n| where isnotempty(Account)\r\n| summarize count() by Account\r\n| order by count_ desc \r\n| take 10",
                               "size": 0,
                               "title": "Top 10 Accounts Activity",
+                              "subtitle": "Account UPN, domain/name, actor account, or SID, in that order.",
+                              "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting",
                               "visualization": "table",
                               "gridSettings": {
@@ -45312,6 +45337,7 @@
                               "query": "IdentityLogonEvents\r\n| extend AdditionalFields = todynamic(tostring(AdditionalFields)) \r\n| where LogonType == \"Resource access\"\r\n| extend TargetComputerOperatingSystem_ = tostring(AdditionalFields.TargetComputerOperatingSystem)\r\n| extend DestinationComputerOperatingSystem_ = tostring(AdditionalFields.DestinationComputerOperatingSystem)\r\n| extend Count_ = toint(AdditionalFields.Count)\r\n| summarize sum(Count_) by TargetComputerOperatingSystem_, DestinationComputerOperatingSystem_\r\n| order by sum_Count_ desc",
                               "size": 0,
                               "title": "Resource Access Summary in OS",
+                              "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting",
                               "gridSettings": {
                                 "formatters": [
@@ -45342,6 +45368,7 @@
                               "query": "IdentityLogonEvents\r\n| extend AdditionalFields = todynamic(tostring(AdditionalFields)) \r\n| where LogonType == \"Credentials validation\"\r\n| extend FROM_DEVICE = tostring(AdditionalFields.[\"FROM.DEVICE\"])\r\n| extend TO_DEVICE = tostring(AdditionalFields.[\"TO.DEVICE\"])\r\n| extend Count = toint(AdditionalFields.Count)\r\n| summarize sum(Count) by FROM_DEVICE, TO_DEVICE\r\n| order by sum_Count desc",
                               "size": 0,
                               "title": "Credentials validation Summary in Devices",
+                              "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting",
                               "gridSettings": {
                                 "formatters": [
@@ -45415,7 +45442,7 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "let data = IdentityLogonEvents;\r\ndata\r\n| extend Count = toint(AdditionalFields.Count)\r\n| summarize LogonSuccess = sumif(Count,ActionType == \"LogonSuccess\"),LogonFailed= sumif(Count,ActionType == \"LogonFailed\") by AccountUpn\r\n| join kind = inner\r\n(\r\ndata\r\n| make-series Trend = count() default = 0 on TimeGenerated from {TimeRange:start} to {TimeRange:end} step {TimeRange:grain} by AccountUpn\r\n) on $left.AccountUpn == $right.AccountUpn",
+                              "query": "let data = IdentityLogonEvents\r\n| extend Count = coalesce(toint(AdditionalFields.Count), 1);\r\ndata\r\n| summarize LogonSuccess = sumif(Count,ActionType == \"LogonSuccess\"),LogonFailed= sumif(Count,ActionType == \"LogonFailed\") by AccountUpn\r\n| join kind = inner\r\n(\r\ndata\r\n| make-series Trend = sum(Count) default = 0 on TimeGenerated from {TimeRange:start} to {TimeRange:end} step {TimeRange:grain} by AccountUpn\r\n) on $left.AccountUpn == $right.AccountUpn",
                               "size": 0,
                               "title": "Logon Summary by Users",
                               "timeContextFromParameter": "TimeRange",
@@ -45535,6 +45562,7 @@
                               "query": "let data = IdentityQueryEvents;\r\ndata\r\n| summarize count() by DeviceName\r\n| join kind =inner \r\n(\r\ndata\r\n| make-series Trend = count() default = 0 on TimeGenerated from {TimeRange:start} to {TimeRange:end} step {TimeRange:grain} by DeviceName\r\n) on $left.DeviceName == $right.DeviceName",
                               "size": 0,
                               "title": "Query Summary from Source Devices",
+                              "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting",
                               "gridSettings": {
                                 "formatters": [
@@ -45592,7 +45620,7 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "IdentityDirectoryEvents\r\n| summarize count() by ActionType \r\n| order by count_ desc",
+                              "query": "IdentityDirectoryEvents\r\n| summarize count() by ActionType \r\n| order by count_ desc\r\n| take 10",
                               "size": 0,
                               "title": "Top 10 Actions",
                               "timeContextFromParameter": "TimeRange",
@@ -45641,9 +45669,10 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "IdentityDirectoryEvents\r\n| make-series Trend = count() default = 0 on TimeGenerated from {TimeRange:start} to {TimeRange:end} step {TimeRange:grain} by AccountUpn",
+                              "query": "IdentityDirectoryEvents\r\n| extend Account = coalesce(AccountUpn, iff(isnotempty(AccountName) and isnotempty(AccountDomain), strcat(AccountDomain, \"\\\\\", AccountName), AccountName), tostring(AdditionalFields[\"ACTOR.ACCOUNT\"]), AccountSid)\r\n| where isnotempty(Account)\r\n| make-series Trend = count() default = 0 on TimeGenerated from {TimeRange:start} to {TimeRange:end} step {TimeRange:grain} by Account",
                               "size": 0,
                               "title": "Account Trend on Directory Events",
+                              "subtitle": "Account UPN, domain/name, actor account, or SID, in that order.",
                               "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting",
                               "visualization": "table",
@@ -45709,7 +45738,8 @@
                               "version": "KqlItem/1.0",
                               "query": "let data = SecurityAlert\r\n| where ProductName == \"Azure Advanced Threat Protection\"\r\n| summarize arg_max(TimeGenerated,*) by SystemAlertId;\r\ndata\r\n| summarize count() by AlertName\r\n| join kind=inner \r\n(\r\ndata\r\n| make-series Trend = count() default = 0 on TimeGenerated from {TimeRange:start} to {TimeRange:end} step {TimeRange:grain} by AlertName\r\n) on AlertName",
                               "size": 0,
-                              "noDataMessage": "Alerts",
+                              "title": "Alerts",
+                              "noDataMessage": "No identity alerts found in the selected time range.",
                               "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting",
                               "gridSettings": {
@@ -45793,9 +45823,9 @@
                   "$schema": "https://github.com/Microsoft/Application-Insights-Workbooks/blob/master/schema/workbook.json",
                   "contentProvenance": {
                     "packageId": "azuresentinel.azure-sentinel-solution-microsoft365defender",
-                    "packageVersion": "3.2.1",
+                    "packageVersion": "3.2.2",
                     "contentId": "200c5dd2-9786-5619-8425-4508a238d76a",
-                    "contentVersion": "3.2.1"
+                    "contentVersion": "3.2.2"
                   }
                 }
               }
@@ -46053,7 +46083,7 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "IdentityLogonEvents\r\n| summarize count() by Protocol",
+                              "query": "IdentityLogonEvents\r\n| summarize count() by Protocol = coalesce(Protocol, \"Unknown\")",
                               "size": 0,
                               "title": "Log On Protocol",
                               "timeContextFromParameter": "TimeRange",
@@ -46081,9 +46111,10 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "IdentityQueryEvents\r\n| summarize count() by DestinationPort",
+                              "query": "IdentityQueryEvents\r\n| summarize count() by DestinationPort = coalesce(tostring(DestinationPort), \"Unknown\")",
                               "size": 0,
                               "title": "Query Destination Port",
+                              "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting",
                               "visualization": "piechart"
                             },
@@ -46118,7 +46149,7 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "IdentityDirectoryEvents\r\n| summarize count() by Protocol",
+                              "query": "IdentityDirectoryEvents\r\n| summarize count() by Protocol = coalesce(Protocol, \"Unknown\")",
                               "size": 0,
                               "title": "Directory Events Protocol",
                               "timeContextFromParameter": "TimeRange",
@@ -46132,9 +46163,9 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "IdentityDirectoryEvents\r\n| summarize count() by AccountDomain",
+                              "query": "IdentityDirectoryEvents\r\n| summarize count() by AccountDomain = coalesce(AccountDomain, \"Unknown\")",
                               "size": 0,
-                              "title": "Directory Events Protocol",
+                              "title": "Directory Events Account Domain",
                               "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting",
                               "visualization": "piechart"
@@ -46146,9 +46177,11 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "IdentityDirectoryEvents\r\n| where isnotempty(AccountUpn)\r\n| summarize count() by AccountUpn\r\n| order by count_ desc \r\n| take 10",
+                              "query": "IdentityDirectoryEvents\r\n| extend Account = coalesce(AccountUpn, iff(isnotempty(AccountName) and isnotempty(AccountDomain), strcat(AccountDomain, \"\\\\\", AccountName), AccountName), tostring(AdditionalFields[\"ACTOR.ACCOUNT\"]), AccountSid)\r\n| where isnotempty(Account)\r\n| summarize count() by Account\r\n| order by count_ desc \r\n| take 10",
                               "size": 0,
                               "title": "Top 10 Accounts Activity",
+                              "subtitle": "Account UPN, domain/name, actor account, or SID, in that order.",
+                              "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting",
                               "visualization": "table",
                               "gridSettings": {
@@ -46221,6 +46254,7 @@
                               "query": "IdentityLogonEvents\r\n| extend AdditionalFields = todynamic(tostring(AdditionalFields)) \r\n| where LogonType == \"Resource access\"\r\n| extend TargetComputerOperatingSystem_ = tostring(AdditionalFields.TargetComputerOperatingSystem)\r\n| extend DestinationComputerOperatingSystem_ = tostring(AdditionalFields.DestinationComputerOperatingSystem)\r\n| extend Count_ = toint(AdditionalFields.Count)\r\n| summarize sum(Count_) by TargetComputerOperatingSystem_, DestinationComputerOperatingSystem_\r\n| order by sum_Count_ desc",
                               "size": 0,
                               "title": "Resource Access Summary in OS",
+                              "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting",
                               "gridSettings": {
                                 "formatters": [
@@ -46251,6 +46285,7 @@
                               "query": "IdentityLogonEvents\r\n| extend AdditionalFields = todynamic(tostring(AdditionalFields)) \r\n| where LogonType == \"Credentials validation\"\r\n| extend FROM_DEVICE = tostring(AdditionalFields.[\"FROM.DEVICE\"])\r\n| extend TO_DEVICE = tostring(AdditionalFields.[\"TO.DEVICE\"])\r\n| extend Count = toint(AdditionalFields.Count)\r\n| summarize sum(Count) by FROM_DEVICE, TO_DEVICE\r\n| order by sum_Count desc",
                               "size": 0,
                               "title": "Credentials validation Summary in Devices",
+                              "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting",
                               "gridSettings": {
                                 "formatters": [
@@ -46324,7 +46359,7 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "let data = IdentityLogonEvents;\r\ndata\r\n| extend Count = toint(AdditionalFields.Count)\r\n| summarize LogonSuccess = sumif(Count,ActionType == \"LogonSuccess\"),LogonFailed= sumif(Count,ActionType == \"LogonFailed\") by AccountUpn\r\n| join kind = inner\r\n(\r\ndata\r\n| make-series Trend = count() default = 0 on TimeGenerated from {TimeRange:start} to {TimeRange:end} step {TimeRange:grain} by AccountUpn\r\n) on $left.AccountUpn == $right.AccountUpn",
+                              "query": "let data = IdentityLogonEvents\r\n| extend Count = coalesce(toint(AdditionalFields.Count), 1);\r\ndata\r\n| summarize LogonSuccess = sumif(Count,ActionType == \"LogonSuccess\"),LogonFailed= sumif(Count,ActionType == \"LogonFailed\") by AccountUpn\r\n| join kind = inner\r\n(\r\ndata\r\n| make-series Trend = sum(Count) default = 0 on TimeGenerated from {TimeRange:start} to {TimeRange:end} step {TimeRange:grain} by AccountUpn\r\n) on $left.AccountUpn == $right.AccountUpn",
                               "size": 0,
                               "title": "Logon Summary by Users",
                               "timeContextFromParameter": "TimeRange",
@@ -46444,6 +46479,7 @@
                               "query": "let data = IdentityQueryEvents;\r\ndata\r\n| summarize count() by DeviceName\r\n| join kind =inner \r\n(\r\ndata\r\n| make-series Trend = count() default = 0 on TimeGenerated from {TimeRange:start} to {TimeRange:end} step {TimeRange:grain} by DeviceName\r\n) on $left.DeviceName == $right.DeviceName",
                               "size": 0,
                               "title": "Query Summary from Source Devices",
+                              "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting",
                               "gridSettings": {
                                 "formatters": [
@@ -46501,7 +46537,7 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "IdentityDirectoryEvents\r\n| summarize count() by ActionType \r\n| order by count_ desc",
+                              "query": "IdentityDirectoryEvents\r\n| summarize count() by ActionType \r\n| order by count_ desc\r\n| take 10",
                               "size": 0,
                               "title": "Top 10 Actions",
                               "timeContextFromParameter": "TimeRange",
@@ -46550,9 +46586,10 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "IdentityDirectoryEvents\r\n| make-series Trend = count() default = 0 on TimeGenerated from {TimeRange:start} to {TimeRange:end} step {TimeRange:grain} by AccountUpn",
+                              "query": "IdentityDirectoryEvents\r\n| extend Account = coalesce(AccountUpn, iff(isnotempty(AccountName) and isnotempty(AccountDomain), strcat(AccountDomain, \"\\\\\", AccountName), AccountName), tostring(AdditionalFields[\"ACTOR.ACCOUNT\"]), AccountSid)\r\n| where isnotempty(Account)\r\n| make-series Trend = count() default = 0 on TimeGenerated from {TimeRange:start} to {TimeRange:end} step {TimeRange:grain} by Account",
                               "size": 0,
                               "title": "Account Trend on Directory Events",
+                              "subtitle": "Account UPN, domain/name, actor account, or SID, in that order.",
                               "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting",
                               "visualization": "table",
@@ -46618,7 +46655,8 @@
                               "version": "KqlItem/1.0",
                               "query": "let data = SecurityAlert\r\n| where ProductName == \"Azure Advanced Threat Protection\"\r\n| summarize arg_max(TimeGenerated,*) by SystemAlertId;\r\ndata\r\n| summarize count() by AlertName\r\n| join kind=inner \r\n(\r\ndata\r\n| make-series Trend = count() default = 0 on TimeGenerated from {TimeRange:start} to {TimeRange:end} step {TimeRange:grain} by AlertName\r\n) on AlertName",
                               "size": 0,
-                              "noDataMessage": "Alerts",
+                              "title": "Alerts",
+                              "noDataMessage": "No identity alerts found in the selected time range.",
                               "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting",
                               "gridSettings": {
@@ -46702,9 +46740,9 @@
                   "$schema": "https://github.com/Microsoft/Application-Insights-Workbooks/blob/master/schema/workbook.json",
                   "contentProvenance": {
                     "packageId": "azuresentinel.azure-sentinel-solution-microsoft365defender",
-                    "packageVersion": "3.2.1",
+                    "packageVersion": "3.2.2",
                     "contentId": "200c5dd2-9786-5619-8425-4508a238d76a",
-                    "contentVersion": "3.2.1"
+                    "contentVersion": "3.2.2"
                   }
                 }
               }
@@ -46712,21 +46750,21 @@
           }
         },
         "packageKind": "Solution",
-        "packageVersion": "3.2.1",
+        "packageVersion": "3.2.2",
         "packageName": "Microsoft Defender XDR",
         "packageId": "azuresentinel.azure-sentinel-solution-microsoft365defender",
         "contentSchemaVersion": "3.0.0",
         "contentId": "200c5dd2-9786-5619-8425-4508a238d76a",
         "contentKind": "DefenderWorkbook",
         "displayName": "MicrosoftDefenderForIdentity",
-        "contentProductId": "[concat(take(variables('_solutionId'),50),'-','dwb','-', uniqueString(concat(variables('_solutionId'),'-','DefenderWorkbook','-','200c5dd2-9786-5619-8425-4508a238d76a','-','3.2.1')))]",
-        "id": "[concat(take(variables('_solutionId'),50),'-','dwb','-', uniqueString(concat(variables('_solutionId'),'-','DefenderWorkbook','-','200c5dd2-9786-5619-8425-4508a238d76a','-','3.2.1')))]",
-        "version": "3.2.1",
+        "contentProductId": "[concat(take(variables('_solutionId'),50),'-','dwb','-', uniqueString(concat(variables('_solutionId'),'-','DefenderWorkbook','-','200c5dd2-9786-5619-8425-4508a238d76a','-','3.2.2')))]",
+        "id": "[concat(take(variables('_solutionId'),50),'-','dwb','-', uniqueString(concat(variables('_solutionId'),'-','DefenderWorkbook','-','200c5dd2-9786-5619-8425-4508a238d76a','-','3.2.2')))]",
+        "version": "3.2.2",
         "contentProvenance": {
           "packageId": "azuresentinel.azure-sentinel-solution-microsoft365defender",
-          "packageVersion": "3.2.1",
+          "packageVersion": "3.2.2",
           "contentId": "200c5dd2-9786-5619-8425-4508a238d76a",
-          "contentVersion": "3.2.1",
+          "contentVersion": "3.2.2",
           "requiredWorkloads": [
             {
               "workload": "mdi",
@@ -46791,7 +46829,7 @@
                     {
                       "type": 1,
                       "content": {
-                        "json": "\n<table style=\"width:100%; border-collapse:collapse; border:none;\">\n  <tr style=\"border:none;\">\n    <td style=\"text-align:left; border:none; font-size:28px; font-weight:bold;width:1%;\">\n      Microsoft Defender for Office 365 Detections and Insights\n    </td>\n    <td style=\"text-align:right; border:none;width:1%;\">\n      <img height=\"40\" src=\"https://img-prod-cms-rt-microsoft-com.akamaized.net/cms/api/am/imageFileData/RE1Mu3b\">\n\t</td>\n  </tr>\n</table>\n<table>\n<tr>\n<td style=\"text-align:left; border:none; font-size:16px; width:10%;\">This workbook template provides an example of how to visualise and gain insights into Microsoft Defender for Office 365.<br>It allows you to visualise Microsoft Defender for Office 365 (MDO) data based on your organisation needs.<br> The workbook uses data from hunting tables streamed from <a href=\"https://learn.microsoft.com/en-us/defender-xdr/advanced-hunting-schema-tables\">Microsoft Defender XDR</a> via the Microsoft Sentinel Connector. Keep the data in the <a href=\"https://learn.microsoft.com/en-us/azure/sentinel/configure-data-retention\">Log Analytics workspace</a> for as long as necessary to get insights over an extended period, based on your organisation's needs.</td>\n</tr>\n</table>\n\n> \n**Please note:** *The workbook has a total of 14 tabs. If not all tabs are visible, you can access the remaining tabs using the \"...\" located at the end of the tab list on the right side.*\n> \n\n---\n\n\n\n> **Multi-tenant / multi-workspace:** select one or more workspaces in the **Workspace** filter to view data across them in a single view. For cross-tenant (MSSP) scenarios, onboard customer tenants with **Azure Lighthouse** (their workspaces then appear in the selectors) or use **Microsoft Defender multi-tenant management** in the Defender portal. For performance, keep to ~5–10 workspaces per view."
+                        "json": "\n<table style=\"width:100%; border-collapse:collapse; border:none;\">\n  <tr style=\"border:none;\">\n    <td style=\"text-align:left; border:none; font-size:28px; font-weight:bold;width:1%;\">\n      Microsoft Defender for Office 365 Detections and Insights\n    </td>\n    <td style=\"text-align:right; border:none;width:1%;\">\n      <img height=\"40\" src=\"https://img-prod-cms-rt-microsoft-com.akamaized.net/cms/api/am/imageFileData/RE1Mu3b\">\n\t</td>\n  </tr>\n</table>\n<table>\n<tr>\n<td style=\"text-align:left; border:none; font-size:16px; width:10%;\">This workbook template provides an example of how to visualise and gain insights into Microsoft Defender for Office 365.<br>It allows you to visualise Microsoft Defender for Office 365 (MDO) data based on your organisation needs.<br> The workbook queries <a href=\"https://learn.microsoft.com/en-us/defender-xdr/advanced-hunting-schema-tables\">Microsoft Defender XDR advanced hunting tables</a> in the Defender portal. Available data depends on your licensing, permissions, connected data sources and retention.</td>\n</tr>\n</table>\n\n> \n**Please note:** *The workbook has a total of 14 tabs. If not all tabs are visible, you can access the remaining tabs using the \"...\" located at the end of the tab list on the right side.*\n> \n\n---\n\n> **Scope and filters:** use **TimeRange** and **Trend interval** to control the period and trend grouping. This XDR workbook does not provide a Workspace selector. Query scope follows the Defender portal's current data access context."
                       },
                       "name": "text - 2",
                       "id": "d2b45ab8-a1c1-43d2-853d-290640bf4c94"
@@ -55537,7 +55575,7 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "//This query lists the 10 most recent Microsoft Teams messages detected as phishing by Microsoft Defender for Office 365, de-duplicated to the latest record per message. TeamsMessageId is included so analysts can pivot to Advanced Hunting.\r\nMessageEvents\r\n| where ThreatTypes has \"Phish\"\r\n| summarize arg_max(Timestamp, *) by TeamsMessageId\r\n| top 10 by Timestamp desc\r\n| project ['Time']=Timestamp, ['Sender']=SenderEmailAddress, ['Threat Types']=ThreatTypes, ['Delivery Action']=DeliveryAction, ['Safety Tip']=SafetyTip, ['Team / Group']=GroupName, ['External Thread']=IsExternalThread, ['Subject']=MessageSubject, TeamsMessageId",
+                              "query": "//This query lists the 10 most recent Microsoft Teams messages detected as phishing by Microsoft Defender for Office 365, de-duplicated to the latest record per message. TeamsMessageId is included so analysts can pivot to Advanced Hunting.\r\nMessageEvents\r\n| where ThreatTypes has \"Phish\"\r\n| summarize arg_max(Timestamp, *) by TeamsMessageId\r\n| top 10 by Timestamp desc\r\n| project ['Time']=Timestamp, ['Sender']=SenderEmailAddress, ['Threat Types']=ThreatTypes, ['Delivery Action']=DeliveryAction, ['Safety Tip']=SafetyTip, ['Team / Group']=GroupName, ['External Thread']=IsExternalThread, Subject, TeamsMessageId",
                               "size": 3,
                               "showAnalytics": true,
                               "timeContextFromParameter": "TimeRange",
@@ -55564,7 +55602,7 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "//This query lists the 10 most recent Microsoft Teams messages detected as malware by Microsoft Defender for Office 365, de-duplicated to the latest record per message. TeamsMessageId is included so analysts can pivot to Advanced Hunting.\r\nMessageEvents\r\n| where ThreatTypes has \"Malware\"\r\n| summarize arg_max(Timestamp, *) by TeamsMessageId\r\n| top 10 by Timestamp desc\r\n| project ['Time']=Timestamp, ['Sender']=SenderEmailAddress, ['Threat Types']=ThreatTypes, ['Delivery Action']=DeliveryAction, ['Safety Tip']=SafetyTip, ['Team / Group']=GroupName, ['External Thread']=IsExternalThread, ['Subject']=MessageSubject, TeamsMessageId",
+                              "query": "//This query lists the 10 most recent Microsoft Teams messages detected as malware by Microsoft Defender for Office 365, de-duplicated to the latest record per message. TeamsMessageId is included so analysts can pivot to Advanced Hunting.\r\nMessageEvents\r\n| where ThreatTypes has \"Malware\"\r\n| summarize arg_max(Timestamp, *) by TeamsMessageId\r\n| top 10 by Timestamp desc\r\n| project ['Time']=Timestamp, ['Sender']=SenderEmailAddress, ['Threat Types']=ThreatTypes, ['Delivery Action']=DeliveryAction, ['Safety Tip']=SafetyTip, ['Team / Group']=GroupName, ['External Thread']=IsExternalThread, Subject, TeamsMessageId",
                               "size": 3,
                               "showAnalytics": true,
                               "timeContextFromParameter": "TimeRange",
@@ -60566,7 +60604,7 @@
                                   "type": 3,
                                   "content": {
                                     "version": "KqlItem/1.0",
-                                    "query": "// Identify MDO-related SecurityIncident IDs via alert correlation\r\nlet EmailSecurityIncidents = \r\n    SecurityIncident\r\n    | mv-expand AlertIds\r\n    | where isnotempty(AlertIds)\r\n    | extend AlertId = tostring(AlertIds)\r\n    | join kind=inner (\r\n        SecurityAlert\r\n        | where ProductName in (\"Office 365 Advanced Threat Protection\", \"Microsoft 365 Defender\")\r\n        | extend AlertId = tostring(SystemAlertId)\r\n        | project AlertId\r\n    ) on AlertId\r\n    | distinct ProviderIncidentId;\r\n\r\n// Get latest incident state for MDO-related incidents\r\nlet LatestMdoIncidents =\r\n    SecurityIncident\r\n    | summarize arg_max(TimeGenerated, Classification, Status, IncidentName) by ProviderIncidentId\r\n    | where ProviderIncidentId in (EmailSecurityIncidents)\r\n    // Exclude other non-email incidents (e.g., DSPM with specific naming pattern)\r\n    | where not(IncidentName startswith \"CC_\");\r\n\r\n// Compute true positive rate among closed MDO incidents\r\nLatestMdoIncidents\r\n| where Status == \"Closed\"\r\n| summarize\r\n    TruePositiveCount = countif(Classification == \"TruePositive\"),\r\n    TotalClosed       = count()\r\n| extend TruePositiveRate = iff(\r\n    TotalClosed > 0,\r\n    TruePositiveCount * 100.0 / TotalClosed,\r\n    real(null)\r\n)",
+                                    "query": "// Identify MDO-related SecurityIncident IDs via alert correlation\r\nlet EmailSecurityIncidents = \r\n    SecurityIncident\r\n    | mv-expand AlertIds\r\n    | where isnotempty(AlertIds)\r\n    | extend AlertId = tostring(AlertIds)\r\n    | join kind=inner (\r\n        SecurityAlert\r\n        | where ProductName in (\"Office 365 Advanced Threat Protection\", \"Microsoft 365 Defender\")\r\n        | extend AlertId = tostring(SystemAlertId)\r\n        | project AlertId\r\n    ) on AlertId\r\n    | distinct ProviderIncidentId;\r\n\r\n// Get latest incident state for MDO-related incidents\r\nlet LatestMdoIncidents =\r\n    SecurityIncident\r\n    | summarize arg_max(TimeGenerated, Classification, Status, Title) by ProviderIncidentId\r\n    | where ProviderIncidentId in (EmailSecurityIncidents)\r\n    // Exclude other non-email incidents (e.g., DSPM with specific naming pattern)\r\n    | where not(Title startswith \"CC_\");\r\n\r\n// Compute true positive rate among closed MDO incidents\r\nLatestMdoIncidents\r\n| where Status == \"Closed\"\r\n| summarize\r\n    TruePositiveCount = countif(Classification == \"TruePositive\"),\r\n    TotalClosed       = count()\r\n| extend TruePositiveRate = iff(\r\n    TotalClosed > 0,\r\n    TruePositiveCount * 100.0 / TotalClosed,\r\n    real(null)\r\n)",
                                     "size": 1,
                                     "showAnalytics": true,
                                     "timeContextFromParameter": "TimeRange",
@@ -60610,6 +60648,7 @@
                                     "query": "//This queries shows the last activity on the Incident and attempts to display auto resolved incidents vs manual interaction.\r\n//Add strings for your automations if you rely on any other application/system\r\n//Fewer human-closed incidents (and a higher automated closure rate) generally indicates greater SecOps efficiency, as automation is successfully handling more work.\r\n\r\n// Identify MDO-related incidents by joining SecurityIncident and SecurityAlert\r\nlet EmailSecurityIncidents = SecurityIncident\r\n    | mv-expand AlertIds\r\n    | where isnotempty(AlertIds)\r\n    | extend AlertId = tostring(AlertIds)\r\n    | join kind=inner (\r\n        SecurityAlert\r\n        | where ProductName in (\"Office 365 Advanced Threat Protection\", \"Microsoft 365 Defender\")\r\n        | extend AlertId = tostring(SystemAlertId)\r\n        | project AlertId\r\n    ) on AlertId\r\n    | distinct ProviderIncidentId;\r\n\r\n// Get latest status of each incident and count closed incidents by who closed them\r\nSecurityIncident\r\n| summarize arg_max(TimeGenerated, *) by ProviderIncidentId\r\n| where ProviderIncidentId in (EmailSecurityIncidents)\r\n| where Status == 'Closed'\r\n| where not(Title startswith \"CC_\")          // Exclude non-MDO incidents from DSPM policies\r\n| extend ClosedBy = iff(                       // Add strings for your automation systems\r\n        tolower(ModifiedBy) has_any (\"system\",\"azure\",\"automation\",\"playbook\",\"microsoft xdr\",\"microsoft defender xdr\",\"created from alert\"),\r\n        \"Automated\",\r\n        \"Human\"\r\n    )\r\n| summarize ClosedCount = count() by ClosedBy",
                                     "size": 3,
                                     "showAnalytics": true,
+                                    "timeContextFromParameter": "TimeRange",
                                     "queryType": "advancedHunting",
                                     "visualization": "piechart"
                                   },
@@ -60807,6 +60846,7 @@
                               "query": "//This query shows if the action taken after an Automated Investigation required manual approval by and admin or was automatically taken\r\nEmailPostDeliveryEvents\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| where ActionType == \"Automated Remediation\"\r\n| summarize count() by ActionTrigger",
                               "size": 3,
                               "showAnalytics": true,
+                              "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting",
                               "visualization": "piechart"
                             },
@@ -61043,9 +61083,9 @@
                   "fromTemplateId": "sentinel-MicrosoftDefenderForOffice365detectionsandinsights",
                   "contentProvenance": {
                     "packageId": "azuresentinel.azure-sentinel-solution-microsoft365defender",
-                    "packageVersion": "3.2.1",
+                    "packageVersion": "3.2.2",
                     "contentId": "e39952df-ba60-50cf-80f6-76f7a2ebf57c",
-                    "contentVersion": "3.2.1"
+                    "contentVersion": "3.2.2"
                   }
                 }
               }
@@ -61089,7 +61129,7 @@
                     {
                       "type": 1,
                       "content": {
-                        "json": "\n<table style=\"width:100%; border-collapse:collapse; border:none;\">\n  <tr style=\"border:none;\">\n    <td style=\"text-align:left; border:none; font-size:28px; font-weight:bold;width:1%;\">\n      Microsoft Defender for Office 365 Detections and Insights\n    </td>\n    <td style=\"text-align:right; border:none;width:1%;\">\n      <img height=\"40\" src=\"https://img-prod-cms-rt-microsoft-com.akamaized.net/cms/api/am/imageFileData/RE1Mu3b\">\n\t</td>\n  </tr>\n</table>\n<table>\n<tr>\n<td style=\"text-align:left; border:none; font-size:16px; width:10%;\">This workbook template provides an example of how to visualise and gain insights into Microsoft Defender for Office 365.<br>It allows you to visualise Microsoft Defender for Office 365 (MDO) data based on your organisation needs.<br> The workbook uses data from hunting tables streamed from <a href=\"https://learn.microsoft.com/en-us/defender-xdr/advanced-hunting-schema-tables\">Microsoft Defender XDR</a> via the Microsoft Sentinel Connector. Keep the data in the <a href=\"https://learn.microsoft.com/en-us/azure/sentinel/configure-data-retention\">Log Analytics workspace</a> for as long as necessary to get insights over an extended period, based on your organisation's needs.</td>\n</tr>\n</table>\n\n> \n**Please note:** *The workbook has a total of 14 tabs. If not all tabs are visible, you can access the remaining tabs using the \"...\" located at the end of the tab list on the right side.*\n> \n\n---\n\n\n\n> **Multi-tenant / multi-workspace:** select one or more workspaces in the **Workspace** filter to view data across them in a single view. For cross-tenant (MSSP) scenarios, onboard customer tenants with **Azure Lighthouse** (their workspaces then appear in the selectors) or use **Microsoft Defender multi-tenant management** in the Defender portal. For performance, keep to ~5–10 workspaces per view."
+                        "json": "\n<table style=\"width:100%; border-collapse:collapse; border:none;\">\n  <tr style=\"border:none;\">\n    <td style=\"text-align:left; border:none; font-size:28px; font-weight:bold;width:1%;\">\n      Microsoft Defender for Office 365 Detections and Insights\n    </td>\n    <td style=\"text-align:right; border:none;width:1%;\">\n      <img height=\"40\" src=\"https://img-prod-cms-rt-microsoft-com.akamaized.net/cms/api/am/imageFileData/RE1Mu3b\">\n\t</td>\n  </tr>\n</table>\n<table>\n<tr>\n<td style=\"text-align:left; border:none; font-size:16px; width:10%;\">This workbook template provides an example of how to visualise and gain insights into Microsoft Defender for Office 365.<br>It allows you to visualise Microsoft Defender for Office 365 (MDO) data based on your organisation needs.<br> The workbook queries <a href=\"https://learn.microsoft.com/en-us/defender-xdr/advanced-hunting-schema-tables\">Microsoft Defender XDR advanced hunting tables</a> in the Defender portal. Available data depends on your licensing, permissions, connected data sources and retention.</td>\n</tr>\n</table>\n\n> \n**Please note:** *The workbook has a total of 14 tabs. If not all tabs are visible, you can access the remaining tabs using the \"...\" located at the end of the tab list on the right side.*\n> \n\n---\n\n> **Scope and filters:** use **TimeRange** and **Trend interval** to control the period and trend grouping. This XDR workbook does not provide a Workspace selector. Query scope follows the Defender portal's current data access context."
                       },
                       "name": "text - 2",
                       "id": "d2b45ab8-a1c1-43d2-853d-290640bf4c94"
@@ -69835,7 +69875,7 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "//This query lists the 10 most recent Microsoft Teams messages detected as phishing by Microsoft Defender for Office 365, de-duplicated to the latest record per message. TeamsMessageId is included so analysts can pivot to Advanced Hunting.\r\nMessageEvents\r\n| where ThreatTypes has \"Phish\"\r\n| summarize arg_max(Timestamp, *) by TeamsMessageId\r\n| top 10 by Timestamp desc\r\n| project ['Time']=Timestamp, ['Sender']=SenderEmailAddress, ['Threat Types']=ThreatTypes, ['Delivery Action']=DeliveryAction, ['Safety Tip']=SafetyTip, ['Team / Group']=GroupName, ['External Thread']=IsExternalThread, ['Subject']=MessageSubject, TeamsMessageId",
+                              "query": "//This query lists the 10 most recent Microsoft Teams messages detected as phishing by Microsoft Defender for Office 365, de-duplicated to the latest record per message. TeamsMessageId is included so analysts can pivot to Advanced Hunting.\r\nMessageEvents\r\n| where ThreatTypes has \"Phish\"\r\n| summarize arg_max(Timestamp, *) by TeamsMessageId\r\n| top 10 by Timestamp desc\r\n| project ['Time']=Timestamp, ['Sender']=SenderEmailAddress, ['Threat Types']=ThreatTypes, ['Delivery Action']=DeliveryAction, ['Safety Tip']=SafetyTip, ['Team / Group']=GroupName, ['External Thread']=IsExternalThread, Subject, TeamsMessageId",
                               "size": 3,
                               "showAnalytics": true,
                               "timeContextFromParameter": "TimeRange",
@@ -69862,7 +69902,7 @@
                             "type": 3,
                             "content": {
                               "version": "KqlItem/1.0",
-                              "query": "//This query lists the 10 most recent Microsoft Teams messages detected as malware by Microsoft Defender for Office 365, de-duplicated to the latest record per message. TeamsMessageId is included so analysts can pivot to Advanced Hunting.\r\nMessageEvents\r\n| where ThreatTypes has \"Malware\"\r\n| summarize arg_max(Timestamp, *) by TeamsMessageId\r\n| top 10 by Timestamp desc\r\n| project ['Time']=Timestamp, ['Sender']=SenderEmailAddress, ['Threat Types']=ThreatTypes, ['Delivery Action']=DeliveryAction, ['Safety Tip']=SafetyTip, ['Team / Group']=GroupName, ['External Thread']=IsExternalThread, ['Subject']=MessageSubject, TeamsMessageId",
+                              "query": "//This query lists the 10 most recent Microsoft Teams messages detected as malware by Microsoft Defender for Office 365, de-duplicated to the latest record per message. TeamsMessageId is included so analysts can pivot to Advanced Hunting.\r\nMessageEvents\r\n| where ThreatTypes has \"Malware\"\r\n| summarize arg_max(Timestamp, *) by TeamsMessageId\r\n| top 10 by Timestamp desc\r\n| project ['Time']=Timestamp, ['Sender']=SenderEmailAddress, ['Threat Types']=ThreatTypes, ['Delivery Action']=DeliveryAction, ['Safety Tip']=SafetyTip, ['Team / Group']=GroupName, ['External Thread']=IsExternalThread, Subject, TeamsMessageId",
                               "size": 3,
                               "showAnalytics": true,
                               "timeContextFromParameter": "TimeRange",
@@ -74864,7 +74904,7 @@
                                   "type": 3,
                                   "content": {
                                     "version": "KqlItem/1.0",
-                                    "query": "// Identify MDO-related SecurityIncident IDs via alert correlation\r\nlet EmailSecurityIncidents = \r\n    SecurityIncident\r\n    | mv-expand AlertIds\r\n    | where isnotempty(AlertIds)\r\n    | extend AlertId = tostring(AlertIds)\r\n    | join kind=inner (\r\n        SecurityAlert\r\n        | where ProductName in (\"Office 365 Advanced Threat Protection\", \"Microsoft 365 Defender\")\r\n        | extend AlertId = tostring(SystemAlertId)\r\n        | project AlertId\r\n    ) on AlertId\r\n    | distinct ProviderIncidentId;\r\n\r\n// Get latest incident state for MDO-related incidents\r\nlet LatestMdoIncidents =\r\n    SecurityIncident\r\n    | summarize arg_max(TimeGenerated, Classification, Status, IncidentName) by ProviderIncidentId\r\n    | where ProviderIncidentId in (EmailSecurityIncidents)\r\n    // Exclude other non-email incidents (e.g., DSPM with specific naming pattern)\r\n    | where not(IncidentName startswith \"CC_\");\r\n\r\n// Compute true positive rate among closed MDO incidents\r\nLatestMdoIncidents\r\n| where Status == \"Closed\"\r\n| summarize\r\n    TruePositiveCount = countif(Classification == \"TruePositive\"),\r\n    TotalClosed       = count()\r\n| extend TruePositiveRate = iff(\r\n    TotalClosed > 0,\r\n    TruePositiveCount * 100.0 / TotalClosed,\r\n    real(null)\r\n)",
+                                    "query": "// Identify MDO-related SecurityIncident IDs via alert correlation\r\nlet EmailSecurityIncidents = \r\n    SecurityIncident\r\n    | mv-expand AlertIds\r\n    | where isnotempty(AlertIds)\r\n    | extend AlertId = tostring(AlertIds)\r\n    | join kind=inner (\r\n        SecurityAlert\r\n        | where ProductName in (\"Office 365 Advanced Threat Protection\", \"Microsoft 365 Defender\")\r\n        | extend AlertId = tostring(SystemAlertId)\r\n        | project AlertId\r\n    ) on AlertId\r\n    | distinct ProviderIncidentId;\r\n\r\n// Get latest incident state for MDO-related incidents\r\nlet LatestMdoIncidents =\r\n    SecurityIncident\r\n    | summarize arg_max(TimeGenerated, Classification, Status, Title) by ProviderIncidentId\r\n    | where ProviderIncidentId in (EmailSecurityIncidents)\r\n    // Exclude other non-email incidents (e.g., DSPM with specific naming pattern)\r\n    | where not(Title startswith \"CC_\");\r\n\r\n// Compute true positive rate among closed MDO incidents\r\nLatestMdoIncidents\r\n| where Status == \"Closed\"\r\n| summarize\r\n    TruePositiveCount = countif(Classification == \"TruePositive\"),\r\n    TotalClosed       = count()\r\n| extend TruePositiveRate = iff(\r\n    TotalClosed > 0,\r\n    TruePositiveCount * 100.0 / TotalClosed,\r\n    real(null)\r\n)",
                                     "size": 1,
                                     "showAnalytics": true,
                                     "timeContextFromParameter": "TimeRange",
@@ -74908,6 +74948,7 @@
                                     "query": "//This queries shows the last activity on the Incident and attempts to display auto resolved incidents vs manual interaction.\r\n//Add strings for your automations if you rely on any other application/system\r\n//Fewer human-closed incidents (and a higher automated closure rate) generally indicates greater SecOps efficiency, as automation is successfully handling more work.\r\n\r\n// Identify MDO-related incidents by joining SecurityIncident and SecurityAlert\r\nlet EmailSecurityIncidents = SecurityIncident\r\n    | mv-expand AlertIds\r\n    | where isnotempty(AlertIds)\r\n    | extend AlertId = tostring(AlertIds)\r\n    | join kind=inner (\r\n        SecurityAlert\r\n        | where ProductName in (\"Office 365 Advanced Threat Protection\", \"Microsoft 365 Defender\")\r\n        | extend AlertId = tostring(SystemAlertId)\r\n        | project AlertId\r\n    ) on AlertId\r\n    | distinct ProviderIncidentId;\r\n\r\n// Get latest status of each incident and count closed incidents by who closed them\r\nSecurityIncident\r\n| summarize arg_max(TimeGenerated, *) by ProviderIncidentId\r\n| where ProviderIncidentId in (EmailSecurityIncidents)\r\n| where Status == 'Closed'\r\n| where not(Title startswith \"CC_\")          // Exclude non-MDO incidents from DSPM policies\r\n| extend ClosedBy = iff(                       // Add strings for your automation systems\r\n        tolower(ModifiedBy) has_any (\"system\",\"azure\",\"automation\",\"playbook\",\"microsoft xdr\",\"microsoft defender xdr\",\"created from alert\"),\r\n        \"Automated\",\r\n        \"Human\"\r\n    )\r\n| summarize ClosedCount = count() by ClosedBy",
                                     "size": 3,
                                     "showAnalytics": true,
+                                    "timeContextFromParameter": "TimeRange",
                                     "queryType": "advancedHunting",
                                     "visualization": "piechart"
                                   },
@@ -75105,6 +75146,7 @@
                               "query": "//This query shows if the action taken after an Automated Investigation required manual approval by and admin or was automatically taken\r\nEmailPostDeliveryEvents\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| where ActionType == \"Automated Remediation\"\r\n| summarize count() by ActionTrigger",
                               "size": 3,
                               "showAnalytics": true,
+                              "timeContextFromParameter": "TimeRange",
                               "queryType": "advancedHunting",
                               "visualization": "piechart"
                             },
@@ -75341,9 +75383,9 @@
                   "fromTemplateId": "sentinel-MicrosoftDefenderForOffice365detectionsandinsights",
                   "contentProvenance": {
                     "packageId": "azuresentinel.azure-sentinel-solution-microsoft365defender",
-                    "packageVersion": "3.2.1",
+                    "packageVersion": "3.2.2",
                     "contentId": "e39952df-ba60-50cf-80f6-76f7a2ebf57c",
-                    "contentVersion": "3.2.1"
+                    "contentVersion": "3.2.2"
                   }
                 }
               }
@@ -75351,21 +75393,21 @@
           }
         },
         "packageKind": "Solution",
-        "packageVersion": "3.2.1",
+        "packageVersion": "3.2.2",
         "packageName": "Microsoft Defender XDR",
         "packageId": "azuresentinel.azure-sentinel-solution-microsoft365defender",
         "contentSchemaVersion": "3.0.0",
         "contentId": "e39952df-ba60-50cf-80f6-76f7a2ebf57c",
         "contentKind": "DefenderWorkbook",
         "displayName": "MicrosoftDefenderForOffice365detectionsandinsights",
-        "contentProductId": "[concat(take(variables('_solutionId'),50),'-','dwb','-', uniqueString(concat(variables('_solutionId'),'-','DefenderWorkbook','-','e39952df-ba60-50cf-80f6-76f7a2ebf57c','-','3.2.1')))]",
-        "id": "[concat(take(variables('_solutionId'),50),'-','dwb','-', uniqueString(concat(variables('_solutionId'),'-','DefenderWorkbook','-','e39952df-ba60-50cf-80f6-76f7a2ebf57c','-','3.2.1')))]",
-        "version": "3.2.1",
+        "contentProductId": "[concat(take(variables('_solutionId'),50),'-','dwb','-', uniqueString(concat(variables('_solutionId'),'-','DefenderWorkbook','-','e39952df-ba60-50cf-80f6-76f7a2ebf57c','-','3.2.2')))]",
+        "id": "[concat(take(variables('_solutionId'),50),'-','dwb','-', uniqueString(concat(variables('_solutionId'),'-','DefenderWorkbook','-','e39952df-ba60-50cf-80f6-76f7a2ebf57c','-','3.2.2')))]",
+        "version": "3.2.2",
         "contentProvenance": {
           "packageId": "azuresentinel.azure-sentinel-solution-microsoft365defender",
-          "packageVersion": "3.2.1",
+          "packageVersion": "3.2.2",
           "contentId": "e39952df-ba60-50cf-80f6-76f7a2ebf57c",
-          "contentVersion": "3.2.1",
+          "contentVersion": "3.2.2",
           "requiredWorkloads": [
             {
               "workload": "mdo",
diff --git a/Solutions/Microsoft Defender XDR/ReleaseNotes.md b/Solutions/Microsoft Defender XDR/ReleaseNotes.md
index cb5ecda615b..2a4a9c2de35 100644
--- a/Solutions/Microsoft Defender XDR/ReleaseNotes.md	
+++ b/Solutions/Microsoft Defender XDR/ReleaseNotes.md	
@@ -1,5 +1,6 @@
 | **Version**  | **Date Modified (DD-MM-YYYY)**   | **Change History**                                                                    |
 |--------------|--------------------------------|---------------------------------------------------------------------------------------|
+| 3.2.2        | 15-10-2026                      | Fixed queries, time filters and charts in **XDR Workbooks**. |
 | 3.2.1        | 15-10-2026                      | Added 3 **XDR Workbooks** alongside the existing Sentinel workbooks. |
 | 3.0.18       | 03-09-2026                     | Added 57 new **Hunting Queries** for Microsoft Defender for Office 365 email and collaboration protection. Updated the **Workbook** Microsoft Defender for Office 365 Detections and Insights to version 4.0.0, adding Microsoft Teams collaboration and file malware coverage, and additional Advanced Hunting data types. |
 | 3.0.17       | 12-08-2026                     | Updated **Analytic Rule** AnomalousVoulmeOfFileDeletion.yaml to add `AzureActiveDirectory` connector with `SigninLogs` data type. Fixed deploy button URLs in **Playbook** AttackSimulatorTrainingNonReporters readme to include the correct 'master' branch path. |
diff --git a/Solutions/Microsoft Defender XDR/SolutionMetadata.json b/Solutions/Microsoft Defender XDR/SolutionMetadata.json
index dfd105b845c..9bbd5dcd61d 100644
--- a/Solutions/Microsoft Defender XDR/SolutionMetadata.json	
+++ b/Solutions/Microsoft Defender XDR/SolutionMetadata.json	
@@ -18,5 +18,5 @@
     "tier": "Microsoft",
     "link": "https://support.microsoft.com"
   },
-  "version": "3.2.1"
+  "version": "3.2.2"
 }
diff --git a/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForEndPoint.json b/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForEndPoint.json
index 2a99e786b21..a7f8591a421 100644
--- a/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForEndPoint.json	
+++ b/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForEndPoint.json	
@@ -194,14 +194,20 @@
             "type": 3,
             "content": {
               "version": "KqlItem/1.0",
-              "query": "let AllDeviceNames = DeviceInfo | distinct DeviceId, DeviceName;\nlet DeviceEventSummary = DeviceEvents | extend Type = \"DeviceEvents\" | summarize count() by DeviceId, Type, bin(TimeGenerated,1d);\nlet DeviceNetworkEventsSummary = DeviceNetworkEvents | extend Type = \"DeviceNetworkEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceNetworkInfoSummary = DeviceNetworkInfo | extend Type = \"DeviceNetworkInfo\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceLogonEventsSummary = DeviceLogonEvents | extend Type = \"DeviceLogonEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceRegistryEventsSummary = DeviceRegistryEvents | extend Type = \"DeviceRegistryEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceProcessEventsSummary = DeviceProcessEvents | extend Type = \"DeviceProcessEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\n(DeviceEventSummary\n| union DeviceNetworkEventsSummary,\nDeviceNetworkEventsSummary,\nDeviceNetworkInfoSummary,\nDeviceLogonEventsSummary,\nDeviceRegistryEventsSummary,\nDeviceProcessEventsSummary)\n| join kind=inner ( \nAllDeviceNames\n)\non $left.DeviceId == $right.DeviceId\n| project-reorder Type, TimeGenerated, count_\n//| project-away DeviceId, DeviceId1",
+              "query": "let AllDeviceNames = DeviceInfo | distinct DeviceId, DeviceName;\nlet DeviceEventSummary = DeviceEvents | extend Type = \"DeviceEvents\" | summarize count() by DeviceId, Type, bin(TimeGenerated,1d);\nlet DeviceNetworkEventsSummary = DeviceNetworkEvents | extend Type = \"DeviceNetworkEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceNetworkInfoSummary = DeviceNetworkInfo | extend Type = \"DeviceNetworkInfo\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceLogonEventsSummary = DeviceLogonEvents | extend Type = \"DeviceLogonEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceRegistryEventsSummary = DeviceRegistryEvents | extend Type = \"DeviceRegistryEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceProcessEventsSummary = DeviceProcessEvents | extend Type = \"DeviceProcessEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\n(DeviceEventSummary\n| union DeviceNetworkEventsSummary,\nDeviceNetworkInfoSummary,\nDeviceLogonEventsSummary,\nDeviceRegistryEventsSummary,\nDeviceProcessEventsSummary)\n| join kind=inner ( \nAllDeviceNames\n)\non $left.DeviceId == $right.DeviceId\n| project-reorder Type, TimeGenerated, count_\n//| project-away DeviceId, DeviceId1",
               "size": 1,
               "title": "Daily Data Flow on MDE Tables over {TimeRange}",
               "timeContextFromParameter": "TimeRange",
               "queryType": "advancedHunting",
               "visualization": "timechart",
               "chartSettings": {
-                "xAxis": "count_"
+                "xAxis": "TimeGenerated",
+                "yAxis": [
+                  "count_"
+                ],
+                "splitBy": [
+                  "Type"
+                ]
               }
             },
             "name": "query - 2"
@@ -228,6 +234,7 @@
               "query": "let UsbDriveMount = DeviceEvents\r\n| where ActionType==\"UsbDriveMounted\"\r\n| extend ParsedFields=parse_json(AdditionalFields)\r\n| project DeviceId, DeviceName, DriveLetter=ParsedFields.DriveLetter, MountTime=Timestamp,\r\nProductName=ParsedFields.ProductName,SerialNumber=ParsedFields.SerialNumber,Manufacturer=ParsedFields.Manufacturer\r\n| order by DeviceId asc, MountTime desc;\r\nlet FileCreation = DeviceFileEvents\r\n| where InitiatingProcessAccountName != \"system\"\r\n| where ActionType == \"FileCreated\"\r\n| where FolderPath !startswith \"C:\\\\\"\r\n| where FolderPath !startswith \"\\\\\"\r\n| project ReportId,DeviceId,InitiatingProcessAccountDomain,\r\nInitiatingProcessAccountName,InitiatingProcessAccountUpn,\r\nFileName, FolderPath, SHA256, Timestamp, SensitivityLabel, IsAzureInfoProtectionApplied\r\n| order by DeviceId asc, Timestamp desc;\r\nFileCreation | lookup kind=inner (UsbDriveMount) on DeviceId\r\n| where FolderPath startswith DriveLetter\r\n| where Timestamp >= MountTime\r\n| partition by ReportId ( top 1 by MountTime )\r\n| order by DeviceId asc, Timestamp desc\r\n| summarize FileCount = count() by DeviceName\r\n| order by FileCount desc",
               "size": 1,
               "title": "Device where files are copied to USB Drive from TimeTange {TimeRange}",
+              "timeContextFromParameter": "TimeRange",
               "queryType": "advancedHunting",
               "gridSettings": {
                 "formatters": [
@@ -249,7 +256,7 @@
             "type": 3,
             "content": {
               "version": "KqlItem/1.0",
-              "query": "DeviceNetworkInfo\r\n| extend ConnectedNetworks = todynamic(tostring(ConnectedNetworks)) \r\n| summarize arg_max(TimeGenerated,*) by DeviceId\r\n| mvexpand ConnectedNetworks\r\n| summarize count() by tostring(ConnectedNetworks.IsConnectedToInternet)",
+              "query": "DeviceNetworkInfo\r\n| extend ConnectedNetworks = todynamic(tostring(ConnectedNetworks)) \r\n| summarize arg_max(TimeGenerated,*) by DeviceId\r\n| mvexpand ConnectedNetworks\r\n| summarize count() by InternetConnectivity = coalesce(tostring(ConnectedNetworks.IsConnectedToInternet), \"Unknown\")",
               "size": 1,
               "title": "Device Internet Connectivity Status from TimeTange {TimeRange}",
               "timeContextFromParameter": "TimeRange",
@@ -275,7 +282,7 @@
             "type": 3,
             "content": {
               "version": "KqlItem/1.0",
-              "query": "DeviceInfo\r\n| where isnotempty(OSPlatform)\r\n| summarize arg_max(Timestamp, DeviceName) by DeviceId\r\n| extend DeviceMachineName = split(DeviceName, '.')[0]\r\n| extend DeviceDomain = substring(DeviceName, strlen(DeviceMachineName) + 1, strlen(DeviceName) - strlen(DeviceMachineName) - 1)\r\n| summarize count() by DeviceDomain",
+              "query": "DeviceInfo\r\n| where isnotempty(OSPlatform)\r\n| summarize arg_max(Timestamp, DeviceName) by DeviceId\r\n| extend DeviceMachineName = split(DeviceName, '.')[0]\r\n| extend DeviceDomain = substring(DeviceName, strlen(DeviceMachineName) + 1, strlen(DeviceName) - strlen(DeviceMachineName) - 1)\r\n| summarize count() by DeviceDomain = coalesce(DeviceDomain, \"No DNS suffix\")",
               "size": 1,
               "title": "Device Count by DNS Suffix",
               "timeContextFromParameter": "TimeRange",
@@ -296,9 +303,10 @@
             "type": 3,
             "content": {
               "version": "KqlItem/1.0",
-              "query": "DeviceInfo\r\n| where isnotempty(OSPlatform)\r\n| summarize arg_max(TimeGenerated, *) by DeviceId\r\n| summarize count() by tostring(IsAzureADJoined)",
+              "query": "DeviceInfo\r\n| where isnotempty(OSPlatform)\r\n| summarize arg_max(TimeGenerated, *) by DeviceId\r\n| summarize count() by EntraIDJoinStatus = coalesce(tostring(IsAzureADJoined), \"Unknown\")",
               "size": 1,
               "title": "Device EntraID Join status",
+              "timeContextFromParameter": "TimeRange",
               "queryType": "advancedHunting",
               "visualization": "piechart",
               "gridSettings": {
@@ -382,6 +390,7 @@
               "query": "DeviceEvents\r\n| where ActionType startswith \"Asr\" and ActionType endswith \"Blocked\"\r\n// Count total stats - count events and machines per rule\r\n| summarize EventCount=count(), MachinesCount=dcount(DeviceId) by ActionType",
               "size": 0,
               "title": "Get stats on ASR blocks - count events and machines per rule for {TimeRange}",
+              "timeContextFromParameter": "TimeRange",
               "queryType": "advancedHunting"
             },
             "name": "query - 1 - Copy"
@@ -444,6 +453,7 @@
               "query": "DeviceNetworkInfo\r\n| summarize arg_max(TimeGenerated,*) by DeviceId\r\n| summarize count() by MachineGroup",
               "size": 0,
               "title": "Count By Machine Group for {TimeRange}",
+              "timeContextFromParameter": "TimeRange",
               "queryType": "advancedHunting",
               "gridSettings": {
                 "filter": true
@@ -496,7 +506,7 @@
             "type": 3,
             "content": {
               "version": "KqlItem/1.0",
-              "query": "// This query looks for Tor client, or for a common Tor plugin called Meek.\r\n// We query for active Tor connections, but could have alternatively looked for active Tor runs (ProcessCreateEvents) or Tor downloads (DeviceFileEvents)\r\n// To read more about this technique, see:\r\n// Tor: https://attack.mitre.org/wiki/Software/S0183#Techniques_Used\r\n// Meek plugin: https://attack.mitre.org/wiki/Software/S0175\r\n// Multi-hop proxy technique: https://attack.mitre.org/wiki/Technique/T1188\r\n// Tags: #Tor, #MultiHopProxy, #CnC\r\nDeviceNetworkEvents  \r\n| where Timestamp < ago(3d) and InitiatingProcessFileName in~ (\"tor.exe\", \"meek-client.exe\")\r\n// Returns MD5 hashes of files used by Tor, to enable you to block them.\r\n// We count how prevalent each file is (by machines) and show examples for some of them (up to 5 machine names per hash).\r\n| summarize MachineCount=dcount(DeviceName), MachineNames=makeset(DeviceName, 5) by InitiatingProcessMD5\r\n| order by MachineCount desc",
+              "query": "// This query looks for Tor client, or for a common Tor plugin called Meek.\r\n// We query for active Tor connections, but could have alternatively looked for active Tor runs (ProcessCreateEvents) or Tor downloads (DeviceFileEvents)\r\n// To read more about this technique, see:\r\n// Tor: https://attack.mitre.org/wiki/Software/S0183#Techniques_Used\r\n// Meek plugin: https://attack.mitre.org/wiki/Software/S0175\r\n// Multi-hop proxy technique: https://attack.mitre.org/wiki/Technique/T1188\r\n// Tags: #Tor, #MultiHopProxy, #CnC\r\nDeviceNetworkEvents  \r\n| where InitiatingProcessFileName in~ (\"tor.exe\", \"meek-client.exe\")\r\n// Returns MD5 hashes of files used by Tor, to enable you to block them.\r\n// We count how prevalent each file is (by machines) and show examples for some of them (up to 5 machine names per hash).\r\n| summarize MachineCount=dcount(DeviceName), MachineNames=makeset(DeviceName, 5) by InitiatingProcessMD5\r\n| order by MachineCount desc",
               "size": 0,
               "title": "Tor Clients for {TimeRange}",
               "timeContextFromParameter": "TimeRange",
@@ -536,9 +546,10 @@
             "type": 3,
             "content": {
               "version": "KqlItem/1.0",
-              "query": "DeviceFileEvents\r\n| summarize count() by InitiatingProcessAccountUpn",
+              "query": "DeviceFileEvents\r\n| summarize count() by InitiatingProcessAccountUpn = coalesce(InitiatingProcessAccountUpn, \"No UPN\")",
               "size": 0,
               "title": "Count by InitiatingProcessAccountUpn for {TimeRange}",
+              "timeContextFromParameter": "TimeRange",
               "queryType": "advancedHunting",
               "visualization": "unstackedbar"
             },
@@ -559,7 +570,7 @@
   "xdrMetadata": {
     "contentId": "05a7425a-fcda-5e24-823d-f8c9dd7a6215",
     "instanceId": "4fffade5-9b6b-51af-a33d-97641e240595",
-    "version": "3.2.1",
+    "version": "3.2.2",
     "schemaVersion": "1.0.0",
     "displayName": "MicrosoftDefenderForEndPoint"
   },
@@ -3884,6 +3895,460 @@
       }
     ],
     "requiredDataConnectors": [],
-    "dependencyReviewRequired": false
+    "dependencyReviewRequired": false,
+    "authoredReview": {
+      "schemaVersion": "1.0.0",
+      "baseline": {
+        "reference": "baseline-MicrosoftDefenderForEndPoint.json",
+        "sha256": "e18e0dcb940cf1fee811c9ae04f557dc711f402011d5b851174736034d6f77a1",
+        "canonicalDocumentSha256": "1105dff370e3fd38e2ed69e0c33fc706545c3d999ec1acf45acb172fe7deb9fe"
+      },
+      "baselineMetadata": {
+        "contentId": "05a7425a-fcda-5e24-823d-f8c9dd7a6215",
+        "instanceId": "4fffade5-9b6b-51af-a33d-97641e240595",
+        "version": "3.2.1",
+        "schemaVersion": "1.0.0",
+        "displayName": "MicrosoftDefenderForEndPoint"
+      },
+      "reversePayloadChanges": [
+        {
+          "path": [
+            "items",
+            4,
+            "content",
+            "items",
+            1,
+            "content",
+            "chartSettings",
+            "splitBy"
+          ],
+          "op": "remove"
+        },
+        {
+          "path": [
+            "items",
+            4,
+            "content",
+            "items",
+            1,
+            "content",
+            "chartSettings",
+            "yAxis"
+          ],
+          "op": "remove"
+        },
+        {
+          "path": [
+            "items",
+            4,
+            "content",
+            "items",
+            1,
+            "content",
+            "chartSettings",
+            "xAxis"
+          ],
+          "op": "replace",
+          "value": "count_"
+        },
+        {
+          "path": [
+            "items",
+            4,
+            "content",
+            "items",
+            1,
+            "content",
+            "query"
+          ],
+          "op": "replace",
+          "value": "let AllDeviceNames = DeviceInfo | distinct DeviceId, DeviceName;\nlet DeviceEventSummary = DeviceEvents | extend Type = \"DeviceEvents\" | summarize count() by DeviceId, Type, bin(TimeGenerated,1d);\nlet DeviceNetworkEventsSummary = DeviceNetworkEvents | extend Type = \"DeviceNetworkEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceNetworkInfoSummary = DeviceNetworkInfo | extend Type = \"DeviceNetworkInfo\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceLogonEventsSummary = DeviceLogonEvents | extend Type = \"DeviceLogonEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceRegistryEventsSummary = DeviceRegistryEvents | extend Type = \"DeviceRegistryEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceProcessEventsSummary = DeviceProcessEvents | extend Type = \"DeviceProcessEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\n(DeviceEventSummary\n| union DeviceNetworkEventsSummary,\nDeviceNetworkEventsSummary,\nDeviceNetworkInfoSummary,\nDeviceLogonEventsSummary,\nDeviceRegistryEventsSummary,\nDeviceProcessEventsSummary)\n| join kind=inner ( \nAllDeviceNames\n)\non $left.DeviceId == $right.DeviceId\n| project-reorder Type, TimeGenerated, count_\n//| project-away DeviceId, DeviceId1"
+        },
+        {
+          "path": [
+            "items",
+            4,
+            "content",
+            "items",
+            3,
+            "content",
+            "timeContextFromParameter"
+          ],
+          "op": "remove"
+        },
+        {
+          "path": [
+            "items",
+            4,
+            "content",
+            "items",
+            4,
+            "content",
+            "query"
+          ],
+          "op": "replace",
+          "value": "DeviceNetworkInfo\r\n| extend ConnectedNetworks = todynamic(tostring(ConnectedNetworks)) \r\n| summarize arg_max(TimeGenerated,*) by DeviceId\r\n| mvexpand ConnectedNetworks\r\n| summarize count() by tostring(ConnectedNetworks.IsConnectedToInternet)"
+        },
+        {
+          "path": [
+            "items",
+            4,
+            "content",
+            "items",
+            5,
+            "content",
+            "query"
+          ],
+          "op": "replace",
+          "value": "DeviceInfo\r\n| where isnotempty(OSPlatform)\r\n| summarize arg_max(Timestamp, DeviceName) by DeviceId\r\n| extend DeviceMachineName = split(DeviceName, '.')[0]\r\n| extend DeviceDomain = substring(DeviceName, strlen(DeviceMachineName) + 1, strlen(DeviceName) - strlen(DeviceMachineName) - 1)\r\n| summarize count() by DeviceDomain"
+        },
+        {
+          "path": [
+            "items",
+            4,
+            "content",
+            "items",
+            6,
+            "content",
+            "timeContextFromParameter"
+          ],
+          "op": "remove"
+        },
+        {
+          "path": [
+            "items",
+            4,
+            "content",
+            "items",
+            6,
+            "content",
+            "query"
+          ],
+          "op": "replace",
+          "value": "DeviceInfo\r\n| where isnotempty(OSPlatform)\r\n| summarize arg_max(TimeGenerated, *) by DeviceId\r\n| summarize count() by tostring(IsAzureADJoined)"
+        },
+        {
+          "path": [
+            "items",
+            5,
+            "content",
+            "items",
+            2,
+            "content",
+            "timeContextFromParameter"
+          ],
+          "op": "remove"
+        },
+        {
+          "path": [
+            "items",
+            6,
+            "content",
+            "items",
+            1,
+            "content",
+            "timeContextFromParameter"
+          ],
+          "op": "remove"
+        },
+        {
+          "path": [
+            "items",
+            6,
+            "content",
+            "items",
+            5,
+            "content",
+            "query"
+          ],
+          "op": "replace",
+          "value": "// This query looks for Tor client, or for a common Tor plugin called Meek.\r\n// We query for active Tor connections, but could have alternatively looked for active Tor runs (ProcessCreateEvents) or Tor downloads (DeviceFileEvents)\r\n// To read more about this technique, see:\r\n// Tor: https://attack.mitre.org/wiki/Software/S0183#Techniques_Used\r\n// Meek plugin: https://attack.mitre.org/wiki/Software/S0175\r\n// Multi-hop proxy technique: https://attack.mitre.org/wiki/Technique/T1188\r\n// Tags: #Tor, #MultiHopProxy, #CnC\r\nDeviceNetworkEvents  \r\n| where Timestamp < ago(3d) and InitiatingProcessFileName in~ (\"tor.exe\", \"meek-client.exe\")\r\n// Returns MD5 hashes of files used by Tor, to enable you to block them.\r\n// We count how prevalent each file is (by machines) and show examples for some of them (up to 5 machine names per hash).\r\n| summarize MachineCount=dcount(DeviceName), MachineNames=makeset(DeviceName, 5) by InitiatingProcessMD5\r\n| order by MachineCount desc"
+        },
+        {
+          "path": [
+            "items",
+            7,
+            "content",
+            "items",
+            1,
+            "content",
+            "timeContextFromParameter"
+          ],
+          "op": "remove"
+        },
+        {
+          "path": [
+            "items",
+            7,
+            "content",
+            "items",
+            1,
+            "content",
+            "query"
+          ],
+          "op": "replace",
+          "value": "DeviceFileEvents\r\n| summarize count() by InitiatingProcessAccountUpn"
+        }
+      ],
+      "canonicalPayloadSha256": "95a2423c39c740122d15e27099ccc742f0ff83f01161ce92620a412ee2382740",
+      "canonicalDocumentSha256": "7a242cb3d82136db76376eb2e5d76708e8b71dad0c85bc26b3e06e98c3f21aab",
+      "queries": [
+        {
+          "path": "/items/4/content/items/0/content/query",
+          "querySha256": "cb071c1659672fa84632cfaacb3165d49765a22282541afece8c51bba08f4b54",
+          "tables": [
+            "DeviceEvents",
+            "DeviceFileCertificateInfo",
+            "DeviceFileEvents",
+            "DeviceImageLoadEvents",
+            "DeviceInfo",
+            "DeviceLogonEvents",
+            "DeviceNetworkEvents",
+            "DeviceNetworkInfo",
+            "DeviceProcessEvents",
+            "DeviceRegistryEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/4/content/items/1/content/query",
+          "querySha256": "cc3da98f85fe7f23e390a2a93d0f60b0d440c48272511cb30f5d62664c38be94",
+          "tables": [
+            "DeviceEvents",
+            "DeviceInfo",
+            "DeviceLogonEvents",
+            "DeviceNetworkEvents",
+            "DeviceNetworkInfo",
+            "DeviceProcessEvents",
+            "DeviceRegistryEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/4/content/items/2/content/query",
+          "querySha256": "dec86c7d5ffe294904662836a11ecc397064af1d9a9199ad42876901a2eab07d",
+          "tables": [
+            "DeviceInfo"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/4/content/items/3/content/query",
+          "querySha256": "cba61d36521eb072066130d1cbab27278c9861ed65d909e2a9c502181e38a901",
+          "tables": [
+            "DeviceEvents",
+            "DeviceFileEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/4/content/items/4/content/query",
+          "querySha256": "2b828d6db6937a005667ffc692e8e7cdead3849c0d3602fb4559b832b3e60632",
+          "tables": [
+            "DeviceNetworkInfo"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/4/content/items/5/content/query",
+          "querySha256": "8e344d6232d542d7603dd5c7cefef2ca902b6f36442f9ff3931ec5f406eb2ce8",
+          "tables": [
+            "DeviceInfo"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/4/content/items/6/content/query",
+          "querySha256": "304502ce14c3b0d980aeb945a72272b72d3e6099de0bef722ca71dafad06a288",
+          "tables": [
+            "DeviceInfo"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/4/content/items/7/content/query",
+          "querySha256": "7a37ccf7aa76480b785bdac593d936c36ed796379e4bf977c7b7dcf705e897e8",
+          "tables": [
+            "DeviceInfo"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/5/content/items/0/content/query",
+          "querySha256": "6b320fcd4664c4fc0b85ff9b5228b9b2ef070cd26d61f7c926f40a1692bc91c1",
+          "tables": [
+            "DeviceEvents",
+            "DeviceFileEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/5/content/items/1/content/query",
+          "querySha256": "54a5903992c02e06d5661fa8b75928719789d9bf7bd22d33703ddbecfaea6a5b",
+          "tables": [
+            "DeviceEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/5/content/items/2/content/query",
+          "querySha256": "e899e87ad3b910c7f0902b224d463322a896feacc37c4154f0f7acb5d6348fa2",
+          "tables": [
+            "DeviceEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/5/content/items/3/content/query",
+          "querySha256": "580fe67b33189f9c01eb8cb2bebf84e340292ab2b8a103996c6f02b3f717ba50",
+          "tables": [
+            "DeviceEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/5/content/items/4/content/query",
+          "querySha256": "8c15e02b4b3be1407b61906ddae6bb9d6429c336dbd0b5027b5a0c35ea44b62b",
+          "tables": [
+            "DeviceEvents",
+            "DeviceFileEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/6/content/items/0/content/query",
+          "querySha256": "3a5afcba5624d5c6401700184df39429dbd655db6c5a2a89ebd7f8b9eaa0d746",
+          "tables": [
+            "DeviceNetworkInfo"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/6/content/items/1/content/query",
+          "querySha256": "555e81a53301f1436689be365393c0717603321a3a02713b352688cd6870a5a3",
+          "tables": [
+            "DeviceNetworkInfo"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/6/content/items/2/content/query",
+          "querySha256": "294004b280db138149291a40c8f2b78c1f74ba4f777c17615dd3bab7ff7ee1ea",
+          "tables": [
+            "DeviceNetworkInfo"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/6/content/items/3/content/query",
+          "querySha256": "4ef3cca1b95083fc63a7cfb368e3643b91981f5872c0d95a3210368f25a90e52",
+          "tables": [
+            "DeviceNetworkEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/6/content/items/4/content/query",
+          "querySha256": "8dc392ae6633cd2ba0a9af11c23ff3a89577b60d158bd3088ab543673d6a8e0e",
+          "tables": [
+            "DeviceNetworkEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/6/content/items/5/content/query",
+          "querySha256": "13253e02793b4b3c574c5b2e23c3b9696a3784b5175f6cb73fe2e063cbf1031c",
+          "tables": [
+            "DeviceNetworkEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/7/content/items/0/content/query",
+          "querySha256": "ca8c7d543e78b0b3c17cf5f2cd4e3d459290279886383482e7e154b5baa63e69",
+          "tables": [
+            "DeviceFileEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/7/content/items/1/content/query",
+          "querySha256": "267d8857347f914a1980767f909cbde1d17e9bee887cba876d8278bf5373345c",
+          "tables": [
+            "DeviceFileEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        }
+      ],
+      "changedQueries": [
+        {
+          "path": "/items/4/content/items/1/content/query",
+          "baselineQuerySha256": "50094cc183cf03326fb949dc42895a44a6520bd5f4b7b6db4711c4962a66fcdc",
+          "querySha256": "cc3da98f85fe7f23e390a2a93d0f60b0d440c48272511cb30f5d62664c38be94",
+          "decision": "accept",
+          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
+        },
+        {
+          "path": "/items/4/content/items/4/content/query",
+          "baselineQuerySha256": "f5fe20ba4db33ddaf9c052f9645f90125dbc1374705c2d21fbe91fc9df6b1666",
+          "querySha256": "2b828d6db6937a005667ffc692e8e7cdead3849c0d3602fb4559b832b3e60632",
+          "decision": "accept",
+          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
+        },
+        {
+          "path": "/items/4/content/items/5/content/query",
+          "baselineQuerySha256": "f03a1744e0f501490a81b97857c3aa74b69548ffe25982c7c77267dd005c03d1",
+          "querySha256": "8e344d6232d542d7603dd5c7cefef2ca902b6f36442f9ff3931ec5f406eb2ce8",
+          "decision": "accept",
+          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
+        },
+        {
+          "path": "/items/4/content/items/6/content/query",
+          "baselineQuerySha256": "8a4120b5b6750a3b83db7afbe9a189cf46d4f62b4223e74b9e2b6dbe9494741d",
+          "querySha256": "304502ce14c3b0d980aeb945a72272b72d3e6099de0bef722ca71dafad06a288",
+          "decision": "accept",
+          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
+        },
+        {
+          "path": "/items/6/content/items/5/content/query",
+          "baselineQuerySha256": "16f00d253ed14ae4b7d545d8eee5ac6f5c1efe63d726dd2f252d67c444c8b801",
+          "querySha256": "13253e02793b4b3c574c5b2e23c3b9696a3784b5175f6cb73fe2e063cbf1031c",
+          "decision": "accept",
+          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
+        },
+        {
+          "path": "/items/7/content/items/1/content/query",
+          "baselineQuerySha256": "0eb0f818ef22a8c48bd3b16196cbab8d64a694c7a4f96632ef9b69ecdd96afd7",
+          "querySha256": "267d8857347f914a1980767f909cbde1d17e9bee887cba876d8278bf5373345c",
+          "decision": "accept",
+          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
+        }
+      ],
+      "actor": "kingwil",
+      "reference": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved",
+      "decision": "accept",
+      "reviewSha256": "03082f009c10ce5ffffe89e72745e60b695cbdc3a8fb9e5edcbcb98e4c70ae8f"
+    }
   }
 }
diff --git a/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForIdentity.json b/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForIdentity.json
index e197b366ef1..7154a00bf13 100644
--- a/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForIdentity.json	
+++ b/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForIdentity.json	
@@ -218,7 +218,7 @@
             "type": 3,
             "content": {
               "version": "KqlItem/1.0",
-              "query": "IdentityLogonEvents\r\n| summarize count() by Protocol",
+              "query": "IdentityLogonEvents\r\n| summarize count() by Protocol = coalesce(Protocol, \"Unknown\")",
               "size": 0,
               "title": "Log On Protocol",
               "timeContextFromParameter": "TimeRange",
@@ -246,9 +246,10 @@
             "type": 3,
             "content": {
               "version": "KqlItem/1.0",
-              "query": "IdentityQueryEvents\r\n| summarize count() by DestinationPort",
+              "query": "IdentityQueryEvents\r\n| summarize count() by DestinationPort = coalesce(tostring(DestinationPort), \"Unknown\")",
               "size": 0,
               "title": "Query Destination Port",
+              "timeContextFromParameter": "TimeRange",
               "queryType": "advancedHunting",
               "visualization": "piechart"
             },
@@ -283,7 +284,7 @@
             "type": 3,
             "content": {
               "version": "KqlItem/1.0",
-              "query": "IdentityDirectoryEvents\r\n| summarize count() by Protocol",
+              "query": "IdentityDirectoryEvents\r\n| summarize count() by Protocol = coalesce(Protocol, \"Unknown\")",
               "size": 0,
               "title": "Directory Events Protocol",
               "timeContextFromParameter": "TimeRange",
@@ -297,9 +298,9 @@
             "type": 3,
             "content": {
               "version": "KqlItem/1.0",
-              "query": "IdentityDirectoryEvents\r\n| summarize count() by AccountDomain",
+              "query": "IdentityDirectoryEvents\r\n| summarize count() by AccountDomain = coalesce(AccountDomain, \"Unknown\")",
               "size": 0,
-              "title": "Directory Events Protocol",
+              "title": "Directory Events Account Domain",
               "timeContextFromParameter": "TimeRange",
               "queryType": "advancedHunting",
               "visualization": "piechart"
@@ -311,9 +312,11 @@
             "type": 3,
             "content": {
               "version": "KqlItem/1.0",
-              "query": "IdentityDirectoryEvents\r\n| where isnotempty(AccountUpn)\r\n| summarize count() by AccountUpn\r\n| order by count_ desc \r\n| take 10",
+              "query": "IdentityDirectoryEvents\r\n| extend Account = coalesce(AccountUpn, iff(isnotempty(AccountName) and isnotempty(AccountDomain), strcat(AccountDomain, \"\\\\\", AccountName), AccountName), tostring(AdditionalFields[\"ACTOR.ACCOUNT\"]), AccountSid)\r\n| where isnotempty(Account)\r\n| summarize count() by Account\r\n| order by count_ desc \r\n| take 10",
               "size": 0,
               "title": "Top 10 Accounts Activity",
+              "subtitle": "Account UPN, domain/name, actor account, or SID, in that order.",
+              "timeContextFromParameter": "TimeRange",
               "queryType": "advancedHunting",
               "visualization": "table",
               "gridSettings": {
@@ -386,6 +389,7 @@
               "query": "IdentityLogonEvents\r\n| extend AdditionalFields = todynamic(tostring(AdditionalFields)) \r\n| where LogonType == \"Resource access\"\r\n| extend TargetComputerOperatingSystem_ = tostring(AdditionalFields.TargetComputerOperatingSystem)\r\n| extend DestinationComputerOperatingSystem_ = tostring(AdditionalFields.DestinationComputerOperatingSystem)\r\n| extend Count_ = toint(AdditionalFields.Count)\r\n| summarize sum(Count_) by TargetComputerOperatingSystem_, DestinationComputerOperatingSystem_\r\n| order by sum_Count_ desc",
               "size": 0,
               "title": "Resource Access Summary in OS",
+              "timeContextFromParameter": "TimeRange",
               "queryType": "advancedHunting",
               "gridSettings": {
                 "formatters": [
@@ -416,6 +420,7 @@
               "query": "IdentityLogonEvents\r\n| extend AdditionalFields = todynamic(tostring(AdditionalFields)) \r\n| where LogonType == \"Credentials validation\"\r\n| extend FROM_DEVICE = tostring(AdditionalFields.[\"FROM.DEVICE\"])\r\n| extend TO_DEVICE = tostring(AdditionalFields.[\"TO.DEVICE\"])\r\n| extend Count = toint(AdditionalFields.Count)\r\n| summarize sum(Count) by FROM_DEVICE, TO_DEVICE\r\n| order by sum_Count desc",
               "size": 0,
               "title": "Credentials validation Summary in Devices",
+              "timeContextFromParameter": "TimeRange",
               "queryType": "advancedHunting",
               "gridSettings": {
                 "formatters": [
@@ -489,7 +494,7 @@
             "type": 3,
             "content": {
               "version": "KqlItem/1.0",
-              "query": "let data = IdentityLogonEvents;\r\ndata\r\n| extend Count = toint(AdditionalFields.Count)\r\n| summarize LogonSuccess = sumif(Count,ActionType == \"LogonSuccess\"),LogonFailed= sumif(Count,ActionType == \"LogonFailed\") by AccountUpn\r\n| join kind = inner\r\n(\r\ndata\r\n| make-series Trend = count() default = 0 on TimeGenerated from {TimeRange:start} to {TimeRange:end} step {TimeRange:grain} by AccountUpn\r\n) on $left.AccountUpn == $right.AccountUpn",
+              "query": "let data = IdentityLogonEvents\r\n| extend Count = coalesce(toint(AdditionalFields.Count), 1);\r\ndata\r\n| summarize LogonSuccess = sumif(Count,ActionType == \"LogonSuccess\"),LogonFailed= sumif(Count,ActionType == \"LogonFailed\") by AccountUpn\r\n| join kind = inner\r\n(\r\ndata\r\n| make-series Trend = sum(Count) default = 0 on TimeGenerated from {TimeRange:start} to {TimeRange:end} step {TimeRange:grain} by AccountUpn\r\n) on $left.AccountUpn == $right.AccountUpn",
               "size": 0,
               "title": "Logon Summary by Users",
               "timeContextFromParameter": "TimeRange",
@@ -609,6 +614,7 @@
               "query": "let data = IdentityQueryEvents;\r\ndata\r\n| summarize count() by DeviceName\r\n| join kind =inner \r\n(\r\ndata\r\n| make-series Trend = count() default = 0 on TimeGenerated from {TimeRange:start} to {TimeRange:end} step {TimeRange:grain} by DeviceName\r\n) on $left.DeviceName == $right.DeviceName",
               "size": 0,
               "title": "Query Summary from Source Devices",
+              "timeContextFromParameter": "TimeRange",
               "queryType": "advancedHunting",
               "gridSettings": {
                 "formatters": [
@@ -666,7 +672,7 @@
             "type": 3,
             "content": {
               "version": "KqlItem/1.0",
-              "query": "IdentityDirectoryEvents\r\n| summarize count() by ActionType \r\n| order by count_ desc",
+              "query": "IdentityDirectoryEvents\r\n| summarize count() by ActionType \r\n| order by count_ desc\r\n| take 10",
               "size": 0,
               "title": "Top 10 Actions",
               "timeContextFromParameter": "TimeRange",
@@ -715,9 +721,10 @@
             "type": 3,
             "content": {
               "version": "KqlItem/1.0",
-              "query": "IdentityDirectoryEvents\r\n| make-series Trend = count() default = 0 on TimeGenerated from {TimeRange:start} to {TimeRange:end} step {TimeRange:grain} by AccountUpn",
+              "query": "IdentityDirectoryEvents\r\n| extend Account = coalesce(AccountUpn, iff(isnotempty(AccountName) and isnotempty(AccountDomain), strcat(AccountDomain, \"\\\\\", AccountName), AccountName), tostring(AdditionalFields[\"ACTOR.ACCOUNT\"]), AccountSid)\r\n| where isnotempty(Account)\r\n| make-series Trend = count() default = 0 on TimeGenerated from {TimeRange:start} to {TimeRange:end} step {TimeRange:grain} by Account",
               "size": 0,
               "title": "Account Trend on Directory Events",
+              "subtitle": "Account UPN, domain/name, actor account, or SID, in that order.",
               "timeContextFromParameter": "TimeRange",
               "queryType": "advancedHunting",
               "visualization": "table",
@@ -783,7 +790,8 @@
               "version": "KqlItem/1.0",
               "query": "let data = SecurityAlert\r\n| where ProductName == \"Azure Advanced Threat Protection\"\r\n| summarize arg_max(TimeGenerated,*) by SystemAlertId;\r\ndata\r\n| summarize count() by AlertName\r\n| join kind=inner \r\n(\r\ndata\r\n| make-series Trend = count() default = 0 on TimeGenerated from {TimeRange:start} to {TimeRange:end} step {TimeRange:grain} by AlertName\r\n) on AlertName",
               "size": 0,
-              "noDataMessage": "Alerts",
+              "title": "Alerts",
+              "noDataMessage": "No identity alerts found in the selected time range.",
               "timeContextFromParameter": "TimeRange",
               "queryType": "advancedHunting",
               "gridSettings": {
@@ -868,7 +876,7 @@
   "xdrMetadata": {
     "contentId": "200c5dd2-9786-5619-8425-4508a238d76a",
     "instanceId": "baa399d3-2174-5938-b0b8-b91aed73090a",
-    "version": "3.2.1",
+    "version": "3.2.2",
     "schemaVersion": "1.0.0",
     "displayName": "MicrosoftDefenderForIdentity"
   },
@@ -5438,6 +5446,504 @@
         ]
       }
     ],
-    "dependencyReviewRequired": false
+    "dependencyReviewRequired": false,
+    "authoredReview": {
+      "schemaVersion": "1.0.0",
+      "baseline": {
+        "reference": "baseline-MicrosoftDefenderForIdentity.json",
+        "sha256": "5e6211494b27484f28ee23505129edafd704af3d7fe3ea3c4b55ba22b94b6829",
+        "canonicalDocumentSha256": "3560920f1a241b88fbd06111e608447002fecd085c866747f88b2f749eefa787"
+      },
+      "baselineMetadata": {
+        "contentId": "200c5dd2-9786-5619-8425-4508a238d76a",
+        "instanceId": "baa399d3-2174-5938-b0b8-b91aed73090a",
+        "version": "3.2.1",
+        "schemaVersion": "1.0.0",
+        "displayName": "MicrosoftDefenderForIdentity"
+      },
+      "reversePayloadChanges": [
+        {
+          "path": [
+            "items",
+            4,
+            "content",
+            "items",
+            2,
+            "content",
+            "query"
+          ],
+          "op": "replace",
+          "value": "IdentityLogonEvents\r\n| summarize count() by Protocol"
+        },
+        {
+          "path": [
+            "items",
+            4,
+            "content",
+            "items",
+            4,
+            "content",
+            "timeContextFromParameter"
+          ],
+          "op": "remove"
+        },
+        {
+          "path": [
+            "items",
+            4,
+            "content",
+            "items",
+            4,
+            "content",
+            "query"
+          ],
+          "op": "replace",
+          "value": "IdentityQueryEvents\r\n| summarize count() by DestinationPort"
+        },
+        {
+          "path": [
+            "items",
+            4,
+            "content",
+            "items",
+            6,
+            "content",
+            "query"
+          ],
+          "op": "replace",
+          "value": "IdentityDirectoryEvents\r\n| summarize count() by Protocol"
+        },
+        {
+          "path": [
+            "items",
+            4,
+            "content",
+            "items",
+            7,
+            "content",
+            "query"
+          ],
+          "op": "replace",
+          "value": "IdentityDirectoryEvents\r\n| summarize count() by AccountDomain"
+        },
+        {
+          "path": [
+            "items",
+            4,
+            "content",
+            "items",
+            7,
+            "content",
+            "title"
+          ],
+          "op": "replace",
+          "value": "Directory Events Protocol"
+        },
+        {
+          "path": [
+            "items",
+            4,
+            "content",
+            "items",
+            8,
+            "content",
+            "subtitle"
+          ],
+          "op": "remove"
+        },
+        {
+          "path": [
+            "items",
+            4,
+            "content",
+            "items",
+            8,
+            "content",
+            "timeContextFromParameter"
+          ],
+          "op": "remove"
+        },
+        {
+          "path": [
+            "items",
+            4,
+            "content",
+            "items",
+            8,
+            "content",
+            "query"
+          ],
+          "op": "replace",
+          "value": "IdentityDirectoryEvents\r\n| where isnotempty(AccountUpn)\r\n| summarize count() by AccountUpn\r\n| order by count_ desc \r\n| take 10"
+        },
+        {
+          "path": [
+            "items",
+            5,
+            "content",
+            "items",
+            1,
+            "content",
+            "timeContextFromParameter"
+          ],
+          "op": "remove"
+        },
+        {
+          "path": [
+            "items",
+            5,
+            "content",
+            "items",
+            2,
+            "content",
+            "timeContextFromParameter"
+          ],
+          "op": "remove"
+        },
+        {
+          "path": [
+            "items",
+            5,
+            "content",
+            "items",
+            4,
+            "content",
+            "query"
+          ],
+          "op": "replace",
+          "value": "let data = IdentityLogonEvents;\r\ndata\r\n| extend Count = toint(AdditionalFields.Count)\r\n| summarize LogonSuccess = sumif(Count,ActionType == \"LogonSuccess\"),LogonFailed= sumif(Count,ActionType == \"LogonFailed\") by AccountUpn\r\n| join kind = inner\r\n(\r\ndata\r\n| make-series Trend = count() default = 0 on TimeGenerated from {TimeRange:start} to {TimeRange:end} step {TimeRange:grain} by AccountUpn\r\n) on $left.AccountUpn == $right.AccountUpn"
+        },
+        {
+          "path": [
+            "items",
+            6,
+            "content",
+            "items",
+            1,
+            "content",
+            "timeContextFromParameter"
+          ],
+          "op": "remove"
+        },
+        {
+          "path": [
+            "items",
+            7,
+            "content",
+            "items",
+            1,
+            "content",
+            "query"
+          ],
+          "op": "replace",
+          "value": "IdentityDirectoryEvents\r\n| summarize count() by ActionType \r\n| order by count_ desc"
+        },
+        {
+          "path": [
+            "items",
+            7,
+            "content",
+            "items",
+            2,
+            "content",
+            "subtitle"
+          ],
+          "op": "remove"
+        },
+        {
+          "path": [
+            "items",
+            7,
+            "content",
+            "items",
+            2,
+            "content",
+            "query"
+          ],
+          "op": "replace",
+          "value": "IdentityDirectoryEvents\r\n| make-series Trend = count() default = 0 on TimeGenerated from {TimeRange:start} to {TimeRange:end} step {TimeRange:grain} by AccountUpn"
+        },
+        {
+          "path": [
+            "items",
+            8,
+            "content",
+            "items",
+            0,
+            "content",
+            "title"
+          ],
+          "op": "remove"
+        },
+        {
+          "path": [
+            "items",
+            8,
+            "content",
+            "items",
+            0,
+            "content",
+            "noDataMessage"
+          ],
+          "op": "replace",
+          "value": "Alerts"
+        }
+      ],
+      "canonicalPayloadSha256": "7b84b6a0e41e5a5c8fe788b2b524826dd7946894b1a3b0a981c9d543ad369900",
+      "canonicalDocumentSha256": "16967d52ca2f9972893e1ec278cfac7357117c5ce690ca98494894d1bb65f083",
+      "queries": [
+        {
+          "path": "/items/4/content/items/0/content/query",
+          "querySha256": "55a24358602dc66ce19b7782a2471bb4683aaf0ba29be08d45b6bb880ff431c5",
+          "tables": [
+            "IdentityLogonEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/4/content/items/1/content/query",
+          "querySha256": "067b2c84ac76d39cb98d782766a2333ad321ddacc62067c5df38887181e45e4d",
+          "tables": [
+            "IdentityLogonEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/4/content/items/2/content/query",
+          "querySha256": "3c2ba4a87da2a280586629ba44d36ffba3e2e105f84f5238824ddaa0035cd793",
+          "tables": [
+            "IdentityLogonEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/4/content/items/3/content/query",
+          "querySha256": "1befee06de450f1c956c230d76282dfcd8bcc7ad5aeee4572ee7be4e00e6b446",
+          "tables": [
+            "IdentityQueryEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/4/content/items/4/content/query",
+          "querySha256": "b1b0e30ebf708ff12ccd86d9c8cb9930b42497f25d84e914549e0c8905286185",
+          "tables": [
+            "IdentityQueryEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/4/content/items/5/content/query",
+          "querySha256": "0bf43ca58f71de576ba70f30204105613730ef6cd702cc81907a2c1e6b5cd59a",
+          "tables": [
+            "IdentityQueryEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/4/content/items/6/content/query",
+          "querySha256": "749a5776b530e7214b79d4734c126ec71b5053e99989f71f51bcb71caa5c3f3d",
+          "tables": [
+            "IdentityDirectoryEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/4/content/items/7/content/query",
+          "querySha256": "a154759b5b282931966afcb5385cb5d0866f5aca82479b3c29e2ec1260d7e279",
+          "tables": [
+            "IdentityDirectoryEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/4/content/items/8/content/query",
+          "querySha256": "3724f6c29cfcbf1ee831a855a5a4d091d50e7f06481c83934b0cabb2bf03bb8f",
+          "tables": [
+            "IdentityDirectoryEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/5/content/items/0/content/query",
+          "querySha256": "c38504885307007f07519caf94ce7aaa1441dacd4846f25ca0560e8f74294922",
+          "tables": [
+            "IdentityLogonEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/5/content/items/1/content/query",
+          "querySha256": "722edffddc2c2ecdba4c445ee7bc3dcca7a45681dbae2a4e12d132ec818815cd",
+          "tables": [
+            "IdentityLogonEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/5/content/items/2/content/query",
+          "querySha256": "731034da096ef9aa77e61b7b88398d990171271e063bde690c25485b7c9bd630",
+          "tables": [
+            "IdentityLogonEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/5/content/items/3/content/query",
+          "querySha256": "88594929c3dcf1ae71e28826629dc327f865b84d18b0cb0e109282efe00ce1e1",
+          "tables": [
+            "IdentityLogonEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/5/content/items/4/content/query",
+          "querySha256": "934c0438a70b0f4d75959eff59a726a7278518618682399722bf454d57dc4249",
+          "tables": [
+            "IdentityLogonEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/6/content/items/0/content/query",
+          "querySha256": "3e17d55a70ce3cd304a47fd8785547f8446c7b115405e059c535d74209fb2b84",
+          "tables": [
+            "IdentityQueryEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/6/content/items/1/content/query",
+          "querySha256": "95283f26751ec86c6de1459cfe97ee649f8481a6d6418fc78507f088d94f2de9",
+          "tables": [
+            "IdentityQueryEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/7/content/items/0/content/query",
+          "querySha256": "4f8e6bd76cd92a3db0fd896f091c319f1f0b942ce7dbbbaa6472f1f04c13a5f2",
+          "tables": [
+            "IdentityDirectoryEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/7/content/items/1/content/query",
+          "querySha256": "85a6ea57622462f21665243798062d01e28d5a056fe44bf82d7a00d2565081e7",
+          "tables": [
+            "IdentityDirectoryEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/7/content/items/2/content/query",
+          "querySha256": "491bc018528bc279f3032a62a2a55ee3a41f36844c52a85c7cf2c541a024a2ec",
+          "tables": [
+            "IdentityDirectoryEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/8/content/items/0/content/query",
+          "querySha256": "37f8548ab5ffd9ba6937928d97cdecd6c65534cbb1b0d114712f74133de4673a",
+          "tables": [
+            "SecurityAlert"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/8/content/items/1/content/query",
+          "querySha256": "5f33bbfe47586c729e16cc1bf5de5b4a28ecf8fb6b6c2337e357a6bfbbe7c778",
+          "tables": [
+            "SecurityAlert"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        }
+      ],
+      "changedQueries": [
+        {
+          "path": "/items/4/content/items/2/content/query",
+          "baselineQuerySha256": "7c73b3f858780b841d5fba68530dbbb26f27d300f7361a9a061778d92fb9c233",
+          "querySha256": "3c2ba4a87da2a280586629ba44d36ffba3e2e105f84f5238824ddaa0035cd793",
+          "decision": "accept",
+          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
+        },
+        {
+          "path": "/items/4/content/items/4/content/query",
+          "baselineQuerySha256": "9b7fb90da715b52749eacc4717c0c990df3c4e0e0f2ad5b4fac65ad03d11c060",
+          "querySha256": "b1b0e30ebf708ff12ccd86d9c8cb9930b42497f25d84e914549e0c8905286185",
+          "decision": "accept",
+          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
+        },
+        {
+          "path": "/items/4/content/items/6/content/query",
+          "baselineQuerySha256": "da0561e7b7b85a5ffc136ef633eaf6f028048926a86d01dfcdccc6891e1000df",
+          "querySha256": "749a5776b530e7214b79d4734c126ec71b5053e99989f71f51bcb71caa5c3f3d",
+          "decision": "accept",
+          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
+        },
+        {
+          "path": "/items/4/content/items/7/content/query",
+          "baselineQuerySha256": "48f1ecdc776d5c0bdfcd89c5a335be3400a2c18039c376121e09e25d4910f77e",
+          "querySha256": "a154759b5b282931966afcb5385cb5d0866f5aca82479b3c29e2ec1260d7e279",
+          "decision": "accept",
+          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
+        },
+        {
+          "path": "/items/4/content/items/8/content/query",
+          "baselineQuerySha256": "039424d4269139394a41c8dcbe93cb5fa865c0e3e89d43d42fb643efd99e9204",
+          "querySha256": "3724f6c29cfcbf1ee831a855a5a4d091d50e7f06481c83934b0cabb2bf03bb8f",
+          "decision": "accept",
+          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
+        },
+        {
+          "path": "/items/5/content/items/4/content/query",
+          "baselineQuerySha256": "5cfa1f00c5592101c3949fb5c9a4c844ca075b1967d5a978cf33e245e73f8570",
+          "querySha256": "934c0438a70b0f4d75959eff59a726a7278518618682399722bf454d57dc4249",
+          "decision": "accept",
+          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
+        },
+        {
+          "path": "/items/7/content/items/1/content/query",
+          "baselineQuerySha256": "3f319e748402bcf0ba8649c89a5383c670424c4cc5a63a5ed81106203cebc26c",
+          "querySha256": "85a6ea57622462f21665243798062d01e28d5a056fe44bf82d7a00d2565081e7",
+          "decision": "accept",
+          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
+        },
+        {
+          "path": "/items/7/content/items/2/content/query",
+          "baselineQuerySha256": "afc2fa77334567ca35b171baeda269dde85f980999bdd6be7054bd7767516154",
+          "querySha256": "491bc018528bc279f3032a62a2a55ee3a41f36844c52a85c7cf2c541a024a2ec",
+          "decision": "accept",
+          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
+        }
+      ],
+      "actor": "kingwil",
+      "reference": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved",
+      "decision": "accept",
+      "reviewSha256": "cab139de2fdbbb76ac73ca62094b3fd9369c102796fef991c24eb1d1d8df62be"
+    }
   }
 }
diff --git a/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForOffice365detectionsandinsights.json b/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForOffice365detectionsandinsights.json
index 5daadeab4ac..d1dcccbd3ba 100644
--- a/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForOffice365detectionsandinsights.json	
+++ b/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForOffice365detectionsandinsights.json	
@@ -4,7 +4,7 @@
     {
       "type": 1,
       "content": {
-        "json": "\n<table style=\"width:100%; border-collapse:collapse; border:none;\">\n  <tr style=\"border:none;\">\n    <td style=\"text-align:left; border:none; font-size:28px; font-weight:bold;width:1%;\">\n      Microsoft Defender for Office 365 Detections and Insights\n    </td>\n    <td style=\"text-align:right; border:none;width:1%;\">\n      <img height=\"40\" src=\"https://img-prod-cms-rt-microsoft-com.akamaized.net/cms/api/am/imageFileData/RE1Mu3b\">\n\t</td>\n  </tr>\n</table>\n<table>\n<tr>\n<td style=\"text-align:left; border:none; font-size:16px; width:10%;\">This workbook template provides an example of how to visualise and gain insights into Microsoft Defender for Office 365.<br>It allows you to visualise Microsoft Defender for Office 365 (MDO) data based on your organisation needs.<br> The workbook uses data from hunting tables streamed from <a href=\"https://learn.microsoft.com/en-us/defender-xdr/advanced-hunting-schema-tables\">Microsoft Defender XDR</a> via the Microsoft Sentinel Connector. Keep the data in the <a href=\"https://learn.microsoft.com/en-us/azure/sentinel/configure-data-retention\">Log Analytics workspace</a> for as long as necessary to get insights over an extended period, based on your organisation's needs.</td>\n</tr>\n</table>\n\n> \n**Please note:** *The workbook has a total of 14 tabs. If not all tabs are visible, you can access the remaining tabs using the \"...\" located at the end of the tab list on the right side.*\n> \n\n---\n\n\n\n> **Multi-tenant / multi-workspace:** select one or more workspaces in the **Workspace** filter to view data across them in a single view. For cross-tenant (MSSP) scenarios, onboard customer tenants with **Azure Lighthouse** (their workspaces then appear in the selectors) or use **Microsoft Defender multi-tenant management** in the Defender portal. For performance, keep to ~5–10 workspaces per view."
+        "json": "\n<table style=\"width:100%; border-collapse:collapse; border:none;\">\n  <tr style=\"border:none;\">\n    <td style=\"text-align:left; border:none; font-size:28px; font-weight:bold;width:1%;\">\n      Microsoft Defender for Office 365 Detections and Insights\n    </td>\n    <td style=\"text-align:right; border:none;width:1%;\">\n      <img height=\"40\" src=\"https://img-prod-cms-rt-microsoft-com.akamaized.net/cms/api/am/imageFileData/RE1Mu3b\">\n\t</td>\n  </tr>\n</table>\n<table>\n<tr>\n<td style=\"text-align:left; border:none; font-size:16px; width:10%;\">This workbook template provides an example of how to visualise and gain insights into Microsoft Defender for Office 365.<br>It allows you to visualise Microsoft Defender for Office 365 (MDO) data based on your organisation needs.<br> The workbook queries <a href=\"https://learn.microsoft.com/en-us/defender-xdr/advanced-hunting-schema-tables\">Microsoft Defender XDR advanced hunting tables</a> in the Defender portal. Available data depends on your licensing, permissions, connected data sources and retention.</td>\n</tr>\n</table>\n\n> \n**Please note:** *The workbook has a total of 14 tabs. If not all tabs are visible, you can access the remaining tabs using the \"...\" located at the end of the tab list on the right side.*\n> \n\n---\n\n> **Scope and filters:** use **TimeRange** and **Trend interval** to control the period and trend grouping. This XDR workbook does not provide a Workspace selector. Query scope follows the Defender portal's current data access context."
       },
       "name": "text - 2",
       "id": "d2b45ab8-a1c1-43d2-853d-290640bf4c94"
@@ -8750,7 +8750,7 @@
             "type": 3,
             "content": {
               "version": "KqlItem/1.0",
-              "query": "//This query lists the 10 most recent Microsoft Teams messages detected as phishing by Microsoft Defender for Office 365, de-duplicated to the latest record per message. TeamsMessageId is included so analysts can pivot to Advanced Hunting.\r\nMessageEvents\r\n| where ThreatTypes has \"Phish\"\r\n| summarize arg_max(Timestamp, *) by TeamsMessageId\r\n| top 10 by Timestamp desc\r\n| project ['Time']=Timestamp, ['Sender']=SenderEmailAddress, ['Threat Types']=ThreatTypes, ['Delivery Action']=DeliveryAction, ['Safety Tip']=SafetyTip, ['Team / Group']=GroupName, ['External Thread']=IsExternalThread, ['Subject']=MessageSubject, TeamsMessageId",
+              "query": "//This query lists the 10 most recent Microsoft Teams messages detected as phishing by Microsoft Defender for Office 365, de-duplicated to the latest record per message. TeamsMessageId is included so analysts can pivot to Advanced Hunting.\r\nMessageEvents\r\n| where ThreatTypes has \"Phish\"\r\n| summarize arg_max(Timestamp, *) by TeamsMessageId\r\n| top 10 by Timestamp desc\r\n| project ['Time']=Timestamp, ['Sender']=SenderEmailAddress, ['Threat Types']=ThreatTypes, ['Delivery Action']=DeliveryAction, ['Safety Tip']=SafetyTip, ['Team / Group']=GroupName, ['External Thread']=IsExternalThread, Subject, TeamsMessageId",
               "size": 3,
               "showAnalytics": true,
               "timeContextFromParameter": "TimeRange",
@@ -8777,7 +8777,7 @@
             "type": 3,
             "content": {
               "version": "KqlItem/1.0",
-              "query": "//This query lists the 10 most recent Microsoft Teams messages detected as malware by Microsoft Defender for Office 365, de-duplicated to the latest record per message. TeamsMessageId is included so analysts can pivot to Advanced Hunting.\r\nMessageEvents\r\n| where ThreatTypes has \"Malware\"\r\n| summarize arg_max(Timestamp, *) by TeamsMessageId\r\n| top 10 by Timestamp desc\r\n| project ['Time']=Timestamp, ['Sender']=SenderEmailAddress, ['Threat Types']=ThreatTypes, ['Delivery Action']=DeliveryAction, ['Safety Tip']=SafetyTip, ['Team / Group']=GroupName, ['External Thread']=IsExternalThread, ['Subject']=MessageSubject, TeamsMessageId",
+              "query": "//This query lists the 10 most recent Microsoft Teams messages detected as malware by Microsoft Defender for Office 365, de-duplicated to the latest record per message. TeamsMessageId is included so analysts can pivot to Advanced Hunting.\r\nMessageEvents\r\n| where ThreatTypes has \"Malware\"\r\n| summarize arg_max(Timestamp, *) by TeamsMessageId\r\n| top 10 by Timestamp desc\r\n| project ['Time']=Timestamp, ['Sender']=SenderEmailAddress, ['Threat Types']=ThreatTypes, ['Delivery Action']=DeliveryAction, ['Safety Tip']=SafetyTip, ['Team / Group']=GroupName, ['External Thread']=IsExternalThread, Subject, TeamsMessageId",
               "size": 3,
               "showAnalytics": true,
               "timeContextFromParameter": "TimeRange",
@@ -13779,7 +13779,7 @@
                   "type": 3,
                   "content": {
                     "version": "KqlItem/1.0",
-                    "query": "// Identify MDO-related SecurityIncident IDs via alert correlation\r\nlet EmailSecurityIncidents = \r\n    SecurityIncident\r\n    | mv-expand AlertIds\r\n    | where isnotempty(AlertIds)\r\n    | extend AlertId = tostring(AlertIds)\r\n    | join kind=inner (\r\n        SecurityAlert\r\n        | where ProductName in (\"Office 365 Advanced Threat Protection\", \"Microsoft 365 Defender\")\r\n        | extend AlertId = tostring(SystemAlertId)\r\n        | project AlertId\r\n    ) on AlertId\r\n    | distinct ProviderIncidentId;\r\n\r\n// Get latest incident state for MDO-related incidents\r\nlet LatestMdoIncidents =\r\n    SecurityIncident\r\n    | summarize arg_max(TimeGenerated, Classification, Status, IncidentName) by ProviderIncidentId\r\n    | where ProviderIncidentId in (EmailSecurityIncidents)\r\n    // Exclude other non-email incidents (e.g., DSPM with specific naming pattern)\r\n    | where not(IncidentName startswith \"CC_\");\r\n\r\n// Compute true positive rate among closed MDO incidents\r\nLatestMdoIncidents\r\n| where Status == \"Closed\"\r\n| summarize\r\n    TruePositiveCount = countif(Classification == \"TruePositive\"),\r\n    TotalClosed       = count()\r\n| extend TruePositiveRate = iff(\r\n    TotalClosed > 0,\r\n    TruePositiveCount * 100.0 / TotalClosed,\r\n    real(null)\r\n)",
+                    "query": "// Identify MDO-related SecurityIncident IDs via alert correlation\r\nlet EmailSecurityIncidents = \r\n    SecurityIncident\r\n    | mv-expand AlertIds\r\n    | where isnotempty(AlertIds)\r\n    | extend AlertId = tostring(AlertIds)\r\n    | join kind=inner (\r\n        SecurityAlert\r\n        | where ProductName in (\"Office 365 Advanced Threat Protection\", \"Microsoft 365 Defender\")\r\n        | extend AlertId = tostring(SystemAlertId)\r\n        | project AlertId\r\n    ) on AlertId\r\n    | distinct ProviderIncidentId;\r\n\r\n// Get latest incident state for MDO-related incidents\r\nlet LatestMdoIncidents =\r\n    SecurityIncident\r\n    | summarize arg_max(TimeGenerated, Classification, Status, Title) by ProviderIncidentId\r\n    | where ProviderIncidentId in (EmailSecurityIncidents)\r\n    // Exclude other non-email incidents (e.g., DSPM with specific naming pattern)\r\n    | where not(Title startswith \"CC_\");\r\n\r\n// Compute true positive rate among closed MDO incidents\r\nLatestMdoIncidents\r\n| where Status == \"Closed\"\r\n| summarize\r\n    TruePositiveCount = countif(Classification == \"TruePositive\"),\r\n    TotalClosed       = count()\r\n| extend TruePositiveRate = iff(\r\n    TotalClosed > 0,\r\n    TruePositiveCount * 100.0 / TotalClosed,\r\n    real(null)\r\n)",
                     "size": 1,
                     "showAnalytics": true,
                     "timeContextFromParameter": "TimeRange",
@@ -13823,6 +13823,7 @@
                     "query": "//This queries shows the last activity on the Incident and attempts to display auto resolved incidents vs manual interaction.\r\n//Add strings for your automations if you rely on any other application/system\r\n//Fewer human-closed incidents (and a higher automated closure rate) generally indicates greater SecOps efficiency, as automation is successfully handling more work.\r\n\r\n// Identify MDO-related incidents by joining SecurityIncident and SecurityAlert\r\nlet EmailSecurityIncidents = SecurityIncident\r\n    | mv-expand AlertIds\r\n    | where isnotempty(AlertIds)\r\n    | extend AlertId = tostring(AlertIds)\r\n    | join kind=inner (\r\n        SecurityAlert\r\n        | where ProductName in (\"Office 365 Advanced Threat Protection\", \"Microsoft 365 Defender\")\r\n        | extend AlertId = tostring(SystemAlertId)\r\n        | project AlertId\r\n    ) on AlertId\r\n    | distinct ProviderIncidentId;\r\n\r\n// Get latest status of each incident and count closed incidents by who closed them\r\nSecurityIncident\r\n| summarize arg_max(TimeGenerated, *) by ProviderIncidentId\r\n| where ProviderIncidentId in (EmailSecurityIncidents)\r\n| where Status == 'Closed'\r\n| where not(Title startswith \"CC_\")          // Exclude non-MDO incidents from DSPM policies\r\n| extend ClosedBy = iff(                       // Add strings for your automation systems\r\n        tolower(ModifiedBy) has_any (\"system\",\"azure\",\"automation\",\"playbook\",\"microsoft xdr\",\"microsoft defender xdr\",\"created from alert\"),\r\n        \"Automated\",\r\n        \"Human\"\r\n    )\r\n| summarize ClosedCount = count() by ClosedBy",
                     "size": 3,
                     "showAnalytics": true,
+                    "timeContextFromParameter": "TimeRange",
                     "queryType": "advancedHunting",
                     "visualization": "piechart"
                   },
@@ -14020,6 +14021,7 @@
               "query": "//This query shows if the action taken after an Automated Investigation required manual approval by and admin or was automatically taken\r\nEmailPostDeliveryEvents\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| where ActionType == \"Automated Remediation\"\r\n| summarize count() by ActionTrigger",
               "size": 3,
               "showAnalytics": true,
+              "timeContextFromParameter": "TimeRange",
               "queryType": "advancedHunting",
               "visualization": "piechart"
             },
@@ -14257,7 +14259,7 @@
   "xdrMetadata": {
     "contentId": "e39952df-ba60-50cf-80f6-76f7a2ebf57c",
     "instanceId": "8f47d55b-34a6-5d13-a89f-315b1a2a4f53",
-    "version": "3.2.1",
+    "version": "3.2.2",
     "schemaVersion": "1.0.0",
     "displayName": "MicrosoftDefenderForOffice365detectionsandinsights"
   },
@@ -77560,6 +77562,2385 @@
         ]
       }
     ],
-    "dependencyReviewRequired": false
+    "dependencyReviewRequired": false,
+    "authoredReview": {
+      "schemaVersion": "1.0.0",
+      "baseline": {
+        "reference": "baseline-MicrosoftDefenderForOffice365detectionsandinsights.json",
+        "sha256": "69736fbee641be2c952876d934d9d5ab58bda385361c571acd9e2b5dc4728a5f",
+        "canonicalDocumentSha256": "937e73f5b4a78ece21c1aa87dd7cb13634e47bb1494e3bc33e343cc6eb7b7f06"
+      },
+      "baselineMetadata": {
+        "contentId": "e39952df-ba60-50cf-80f6-76f7a2ebf57c",
+        "instanceId": "8f47d55b-34a6-5d13-a89f-315b1a2a4f53",
+        "version": "3.2.1",
+        "schemaVersion": "1.0.0",
+        "displayName": "MicrosoftDefenderForOffice365detectionsandinsights"
+      },
+      "reversePayloadChanges": [
+        {
+          "path": [
+            "items",
+            0,
+            "content",
+            "json"
+          ],
+          "op": "replace",
+          "value": "\n<table style=\"width:100%; border-collapse:collapse; border:none;\">\n  <tr style=\"border:none;\">\n    <td style=\"text-align:left; border:none; font-size:28px; font-weight:bold;width:1%;\">\n      Microsoft Defender for Office 365 Detections and Insights\n    </td>\n    <td style=\"text-align:right; border:none;width:1%;\">\n      <img height=\"40\" src=\"https://img-prod-cms-rt-microsoft-com.akamaized.net/cms/api/am/imageFileData/RE1Mu3b\">\n\t</td>\n  </tr>\n</table>\n<table>\n<tr>\n<td style=\"text-align:left; border:none; font-size:16px; width:10%;\">This workbook template provides an example of how to visualise and gain insights into Microsoft Defender for Office 365.<br>It allows you to visualise Microsoft Defender for Office 365 (MDO) data based on your organisation needs.<br> The workbook uses data from hunting tables streamed from <a href=\"https://learn.microsoft.com/en-us/defender-xdr/advanced-hunting-schema-tables\">Microsoft Defender XDR</a> via the Microsoft Sentinel Connector. Keep the data in the <a href=\"https://learn.microsoft.com/en-us/azure/sentinel/configure-data-retention\">Log Analytics workspace</a> for as long as necessary to get insights over an extended period, based on your organisation's needs.</td>\n</tr>\n</table>\n\n> \n**Please note:** *The workbook has a total of 14 tabs. If not all tabs are visible, you can access the remaining tabs using the \"...\" located at the end of the tab list on the right side.*\n> \n\n---\n\n\n\n> **Multi-tenant / multi-workspace:** select one or more workspaces in the **Workspace** filter to view data across them in a single view. For cross-tenant (MSSP) scenarios, onboard customer tenants with **Azure Lighthouse** (their workspaces then appear in the selectors) or use **Microsoft Defender multi-tenant management** in the Defender portal. For performance, keep to ~5–10 workspaces per view."
+        },
+        {
+          "path": [
+            "items",
+            39,
+            "content",
+            "items",
+            2,
+            "content",
+            "query"
+          ],
+          "op": "replace",
+          "value": "//This query lists the 10 most recent Microsoft Teams messages detected as phishing by Microsoft Defender for Office 365, de-duplicated to the latest record per message. TeamsMessageId is included so analysts can pivot to Advanced Hunting.\r\nMessageEvents\r\n| where ThreatTypes has \"Phish\"\r\n| summarize arg_max(Timestamp, *) by TeamsMessageId\r\n| top 10 by Timestamp desc\r\n| project ['Time']=Timestamp, ['Sender']=SenderEmailAddress, ['Threat Types']=ThreatTypes, ['Delivery Action']=DeliveryAction, ['Safety Tip']=SafetyTip, ['Team / Group']=GroupName, ['External Thread']=IsExternalThread, ['Subject']=MessageSubject, TeamsMessageId"
+        },
+        {
+          "path": [
+            "items",
+            39,
+            "content",
+            "items",
+            4,
+            "content",
+            "query"
+          ],
+          "op": "replace",
+          "value": "//This query lists the 10 most recent Microsoft Teams messages detected as malware by Microsoft Defender for Office 365, de-duplicated to the latest record per message. TeamsMessageId is included so analysts can pivot to Advanced Hunting.\r\nMessageEvents\r\n| where ThreatTypes has \"Malware\"\r\n| summarize arg_max(Timestamp, *) by TeamsMessageId\r\n| top 10 by Timestamp desc\r\n| project ['Time']=Timestamp, ['Sender']=SenderEmailAddress, ['Threat Types']=ThreatTypes, ['Delivery Action']=DeliveryAction, ['Safety Tip']=SafetyTip, ['Team / Group']=GroupName, ['External Thread']=IsExternalThread, ['Subject']=MessageSubject, TeamsMessageId"
+        },
+        {
+          "path": [
+            "items",
+            62,
+            "content",
+            "items",
+            6,
+            "content",
+            "items",
+            4,
+            "content",
+            "query"
+          ],
+          "op": "replace",
+          "value": "// Identify MDO-related SecurityIncident IDs via alert correlation\r\nlet EmailSecurityIncidents = \r\n    SecurityIncident\r\n    | mv-expand AlertIds\r\n    | where isnotempty(AlertIds)\r\n    | extend AlertId = tostring(AlertIds)\r\n    | join kind=inner (\r\n        SecurityAlert\r\n        | where ProductName in (\"Office 365 Advanced Threat Protection\", \"Microsoft 365 Defender\")\r\n        | extend AlertId = tostring(SystemAlertId)\r\n        | project AlertId\r\n    ) on AlertId\r\n    | distinct ProviderIncidentId;\r\n\r\n// Get latest incident state for MDO-related incidents\r\nlet LatestMdoIncidents =\r\n    SecurityIncident\r\n    | summarize arg_max(TimeGenerated, Classification, Status, IncidentName) by ProviderIncidentId\r\n    | where ProviderIncidentId in (EmailSecurityIncidents)\r\n    // Exclude other non-email incidents (e.g., DSPM with specific naming pattern)\r\n    | where not(IncidentName startswith \"CC_\");\r\n\r\n// Compute true positive rate among closed MDO incidents\r\nLatestMdoIncidents\r\n| where Status == \"Closed\"\r\n| summarize\r\n    TruePositiveCount = countif(Classification == \"TruePositive\"),\r\n    TotalClosed       = count()\r\n| extend TruePositiveRate = iff(\r\n    TotalClosed > 0,\r\n    TruePositiveCount * 100.0 / TotalClosed,\r\n    real(null)\r\n)"
+        },
+        {
+          "path": [
+            "items",
+            62,
+            "content",
+            "items",
+            6,
+            "content",
+            "items",
+            5,
+            "content",
+            "timeContextFromParameter"
+          ],
+          "op": "remove"
+        },
+        {
+          "path": [
+            "items",
+            63,
+            "content",
+            "items",
+            8,
+            "content",
+            "timeContextFromParameter"
+          ],
+          "op": "remove"
+        }
+      ],
+      "canonicalPayloadSha256": "27ae970c51877915166a587a9ec3222a2d05b061ebfe3ccc177513a30e13b71b",
+      "canonicalDocumentSha256": "325ff708b6762a20b5ac5696018a09a96e5a707885ffc24248f81beb11bace63",
+      "queries": [
+        {
+          "path": "/items/3/content/items/0/content/items/1/content/items/0/content/query",
+          "querySha256": "5747115a77dbcf964a42a96f3c7e0dcb3c951fcba765c6c39eb83b68b46fd144",
+          "tables": [
+            "CloudAppEvents",
+            "EmailEvents",
+            "EmailPostDeliveryEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/3/content/items/0/content/items/1/content/items/1/content/query",
+          "querySha256": "b9a2ddf63c5404a5073a9d0a9707bd5adfe06254d526136d9c94310279a51965",
+          "tables": [
+            "EmailEvents",
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+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
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+        {
+          "path": "/items/3/content/items/0/content/items/2/content/items/1/content/query",
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+          "tables": [
+            "CloudAppEvents",
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+            "EmailPostDeliveryEvents"
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+            "EmailPostDeliveryEvents"
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+          "tables": [
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+          "tables": [
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+            "EmailPostDeliveryEvents"
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+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
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+          "querySha256": "134d3d4d6893f1d88c14e42b7976e21006dabba9d3fc71dd58a55e0ca52db645",
+          "tables": [
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+          "workspaceFunctions": []
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+          "querySha256": "554088d9c128e08443f51fecd276d5435baaa56ab9f2dd744e1325fc0c0d4132",
+          "tables": [
+            "CloudAppEvents",
+            "FileMaliciousContentInfo",
+            "MessageEvents",
+            "MessageUrlInfo",
+            "UrlClickEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/3/content/items/4/content/items/1/content/query",
+          "querySha256": "a691b608e29297a7398550427e7dc2331253dfba5a35075418caf680155de8a8",
+          "tables": [],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
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+        {
+          "path": "/items/5/content/query",
+          "querySha256": "1fd59e604c53e89e68e79492437b58352dad05c2a44a165056a653932c3b7412",
+          "tables": [
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+          "workspaceFunctions": []
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+          "tables": [
+            "EmailEvents"
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+          "workspaceFunctions": []
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+            "EmailEvents"
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+          "workspaceFunctions": []
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+          "workspaceFunctions": []
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+        {
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+          "querySha256": "248b79ce9222fc7113a366302ad0ae54dbc8b1b66c1fe05c66642d477a537621",
+          "tables": [
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+          "workspaceFunctions": []
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+        {
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+          "tables": [
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+        {
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+          "workspaceFunctions": []
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+          "tables": [
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+          "querySha256": "9d9d374c3e06afb3823fffd4bb0baed757cc16db6eccfa43861ceb816b1937f4",
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+          "path": "/items/62/content/items/6/content/items/4/content/query",
+          "querySha256": "027062a02e9ee228bdf7003a4e0954408ef8a3337c7c29eba47a6c2b0367630d",
+          "tables": [
+            "SecurityAlert",
+            "SecurityIncident"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/62/content/items/6/content/items/5/content/query",
+          "querySha256": "cbf34290f39ff95c283975a7fd08261058cd70b52ac8e2fd3aa333fb11ed8820",
+          "tables": [
+            "SecurityAlert",
+            "SecurityIncident"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/63/content/items/2/content/query",
+          "querySha256": "db26d96be276c8946212e0211434d4267fdf79ce1261ad7974477d966fb1c7f9",
+          "tables": [
+            "EmailPostDeliveryEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/63/content/items/4/content/query",
+          "querySha256": "ba98b4288543b6bc2c36341afad18fd44fddec3ef80da5315adaf5fb63391815",
+          "tables": [
+            "EmailEvents",
+            "EmailPostDeliveryEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/63/content/items/7/content/query",
+          "querySha256": "5014049df6a062e39d058ec8a8dd718242035db12af272e5181956a41da6fadd",
+          "tables": [
+            "AlertEvidence",
+            "EmailPostDeliveryEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/63/content/items/8/content/query",
+          "querySha256": "0226dd4221a3b939b75d850f4478883a00977f3e7d87c446a924b2cfb3ceded0",
+          "tables": [
+            "EmailPostDeliveryEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/63/content/items/9/content/items/1/content/query",
+          "querySha256": "914013b498753b6c0292c45e127dae55a5c25f727e651e9cd6a17c5cd31f6f9c",
+          "tables": [
+            "EmailEvents",
+            "EmailPostDeliveryEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/64/content/items/1/content/query",
+          "querySha256": "aef89150f39c48e8af94fb3ed7258e8e02bf8d0af7ec1ad00cdecc1db1758fa7",
+          "tables": [
+            "EmailEvents",
+            "EmailUrlInfo",
+            "UrlClickEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        },
+        {
+          "path": "/items/64/content/items/3/content/query",
+          "querySha256": "0af7c322d60d2eaebbf2682473849eb391620da706669fd90fe8d98a4cd85070",
+          "tables": [
+            "EmailEvents",
+            "EmailUrlInfo",
+            "UrlClickEvents"
+          ],
+          "builtinAsimParsers": [],
+          "workspaceFunctions": []
+        }
+      ],
+      "changedQueries": [
+        {
+          "path": "/items/39/content/items/2/content/query",
+          "baselineQuerySha256": "0fb110cc01724b5f264e5aaa5c0a3e6b4be6050260a6e29a9a0d2c7fe21ed919",
+          "querySha256": "59bbf73f4df12f5bf91d2547cb98a268fc8b43b98d4644baa5ee9de4005bb7b5",
+          "decision": "accept",
+          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
+        },
+        {
+          "path": "/items/39/content/items/4/content/query",
+          "baselineQuerySha256": "4b9639f39ccb32743e168a2b1d02e8703a134387a8f8e80a368b383c8f831333",
+          "querySha256": "e63d44655d4cb082985d75ace6114b22c4c0b7e9489ee5031ebe88a694c8642a",
+          "decision": "accept",
+          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
+        },
+        {
+          "path": "/items/62/content/items/6/content/items/4/content/query",
+          "baselineQuerySha256": "5223b5ffad53a8e07a06758ad06c08ee75ba11e8f5a50644108e80cb8123de41",
+          "querySha256": "027062a02e9ee228bdf7003a4e0954408ef8a3337c7c29eba47a6c2b0367630d",
+          "decision": "accept",
+          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
+        }
+      ],
+      "actor": "kingwil",
+      "reference": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved",
+      "decision": "accept",
+      "reviewSha256": "7422c19910b5c820ac46befd7a1f200865775a970cff120e8cd2044eb0101299"
+    }
   }
 }

From 6f9c04ceab40c4d868bb51698f4b2105af2ac485 Mon Sep 17 00:00:00 2001
From: kingwil <5839248+kingwil@users.noreply.github.com>
Date: Fri, 16 Oct 2026 09:17:35 +0100
Subject: [PATCH 2/3] Keep XDR workbook review history out of published
 artifacts

Retain approval and migration evidence only in ignored local receipts. Publish compact identity/version/dependency metadata and explicitly cover SecurityIncident with the existing MicrosoftThreatProtection connector. Preserve all Notebook content, IDs and 3.2.2 versions; regenerate V3.1 candidate.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
---
 .../Microsoft Defender XDR/Package/3.2.2.zip  |   Bin 554970 -> 555023 bytes
 .../Package/mainTemplate.json                 |   226 +-
 .../MicrosoftDefenderForEndPoint.json         |  3760 +-
 .../MicrosoftDefenderForIdentity.json         |  5043 +-
 ...nderForOffice365detectionsandinsights.json | 65646 +---------------
 5 files changed, 127 insertions(+), 74548 deletions(-)

diff --git a/Solutions/Microsoft Defender XDR/Package/3.2.2.zip b/Solutions/Microsoft Defender XDR/Package/3.2.2.zip
index 11510632d2c50bf2e7dce7247479539d00c813eb..709ab5d8e71c9e92bd93823be0c11a0c8af9fe7e 100644
GIT binary patch
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diff --git a/Solutions/Microsoft Defender XDR/Package/mainTemplate.json b/Solutions/Microsoft Defender XDR/Package/mainTemplate.json
index f4adebb63d1..9562f6fa5aa 100644
--- a/Solutions/Microsoft Defender XDR/Package/mainTemplate.json	
+++ b/Solutions/Microsoft Defender XDR/Package/mainTemplate.json	
@@ -2883,86 +2883,86 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "AlertEvidence",
                       "EmailEvents",
                       "IdentityInfo",
                       "DeviceEvents",
                       "DeviceNetworkEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   },
                   {
+                    "connectorId": "Zscaler",
                     "dataTypes": [
                       "CommonSecurityLog"
-                    ],
-                    "connectorId": "Zscaler"
+                    ]
                   },
                   {
+                    "connectorId": "Fortinet",
                     "dataTypes": [
                       "CommonSecurityLog"
-                    ],
-                    "connectorId": "Fortinet"
+                    ]
                   },
                   {
+                    "connectorId": "CheckPoint",
                     "dataTypes": [
                       "CommonSecurityLog"
-                    ],
-                    "connectorId": "CheckPoint"
+                    ]
                   },
                   {
+                    "connectorId": "PaloAltoNetworks",
                     "dataTypes": [
                       "CommonSecurityLog"
-                    ],
-                    "connectorId": "PaloAltoNetworks"
+                    ]
                   },
                   {
+                    "connectorId": "AWSS3",
                     "datatypes": [
                       "AWSVPCFlow"
-                    ],
-                    "connectorId": "AWSS3"
+                    ]
                   },
                   {
+                    "connectorId": "WindowsForwardedEvents",
                     "dataTypes": [
                       "WindowsEvent"
-                    ],
-                    "connectorId": "WindowsForwardedEvents"
+                    ]
                   },
                   {
+                    "connectorId": "SecurityEvents",
                     "dataTypes": [
                       "SecurityEvent"
-                    ],
-                    "connectorId": "SecurityEvents"
+                    ]
                   },
                   {
+                    "connectorId": "WindowsSecurityEvents",
                     "dataTypes": [
                       "SecurityEvent"
-                    ],
-                    "connectorId": "WindowsSecurityEvents"
+                    ]
                   },
                   {
+                    "connectorId": "MicrosoftSysmonForLinux",
                     "dataTypes": [
                       "Syslog"
-                    ],
-                    "connectorId": "MicrosoftSysmonForLinux"
+                    ]
                   },
                   {
+                    "connectorId": "AzureNSG",
                     "dataTypes": [
                       "AzureDiagnostics"
-                    ],
-                    "connectorId": "AzureNSG"
+                    ]
                   },
                   {
+                    "connectorId": "AzureMonitor(VMInsights)",
                     "dataTypes": [
                       "VMConnection"
-                    ],
-                    "connectorId": "AzureMonitor(VMInsights)"
+                    ]
                   },
                   {
+                    "connectorId": "AIVectraStream",
                     "dataTypes": [
                       "VectraStream_CL"
-                    ],
-                    "connectorId": "AIVectraStream"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -3126,11 +3126,11 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceImageLoadEvents",
                       "DeviceEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -3257,11 +3257,11 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents",
                       "DeviceFileEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -3384,10 +3384,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -3531,10 +3531,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceNetworkEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -3696,10 +3696,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceFileEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -3843,10 +3843,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "SecurityAlert"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -3956,10 +3956,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "SecurityAlert"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -4078,10 +4078,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "SecurityAlert"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -4200,13 +4200,13 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents",
                       "DeviceNetworkEvents",
                       "DeviceEvents",
                       "DeviceTvmSoftwareVulnerabilities"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -4291,19 +4291,19 @@
                   "aggregationKind": "SingleAlert"
                 },
                 "alertDetailsOverride": {
-                  "alertDisplayNameFormat": "Possible exploitation of CVE-2023-4863",
-                  "alertDynamicProperties": []
+                  "alertDynamicProperties": [],
+                  "alertDisplayNameFormat": "Possible exploitation of CVE-2023-4863"
                 },
                 "incidentConfiguration": {
                   "createIncident": false,
                   "groupingConfiguration": {
-                    "lookbackDuration": "PT5H",
+                    "enabled": false,
+                    "reopenClosedIncident": false,
                     "groupByEntities": [
                       "Account"
                     ],
-                    "matchingMethod": "Selected",
-                    "reopenClosedIncident": false,
-                    "enabled": false
+                    "lookbackDuration": "PT5H",
+                    "matchingMethod": "Selected"
                   }
                 }
               }
@@ -4388,10 +4388,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -4613,10 +4613,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -4726,10 +4726,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -4839,10 +4839,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -4952,10 +4952,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -5065,10 +5065,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -5180,10 +5180,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -5293,11 +5293,11 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents",
                       "DeviceNetworkEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -5439,11 +5439,11 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents",
                       "DeviceNetworkEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -5585,10 +5585,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -5703,10 +5703,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -5833,10 +5833,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -5963,10 +5963,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "IdentityLogonEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -6096,11 +6096,11 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceEvents",
                       "DeviceFileEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -6236,10 +6236,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceRegistryEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -6362,17 +6362,17 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "CloudAppEvents",
                       "AADSignInEventsBeta"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   },
                   {
+                    "connectorId": "AzureActiveDirectory",
                     "dataTypes": [
                       "SigninLogs"
-                    ],
-                    "connectorId": "AzureActiveDirectory"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -6499,10 +6499,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceFileEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -6612,11 +6612,11 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceLogonEvents",
                       "DeviceEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -6743,10 +6743,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -6869,11 +6869,11 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "IdentityInfo",
                       "DeviceEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -7000,13 +7000,13 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents",
                       "DeviceNetworkEvents",
                       "DeviceFileEvents",
                       "DeviceImageLoadEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -7133,10 +7133,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -7276,10 +7276,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -7389,10 +7389,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -7515,10 +7515,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -7628,10 +7628,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -7741,12 +7741,12 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "AlertInfo",
                       "AlertEvidence",
                       "DeviceLogonEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -7888,10 +7888,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -8005,10 +8005,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
+                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ],
-                    "connectorId": "MicrosoftThreatProtection"
+                    ]
                   }
                 ],
                 "tactics": [
@@ -75437,7 +75437,8 @@
             {
               "workload": "sentinel",
               "dataTypes": [
-                "SecurityAlert"
+                "SecurityAlert",
+                "SecurityIncident"
               ]
             }
           ],
@@ -75445,7 +75446,8 @@
             {
               "connectorId": "MicrosoftThreatProtection",
               "dataTypes": [
-                "SecurityAlert"
+                "SecurityAlert",
+                "SecurityIncident"
               ]
             }
           ],
diff --git a/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForEndPoint.json b/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForEndPoint.json
index a7f8591a421..be94888aa37 100644
--- a/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForEndPoint.json	
+++ b/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForEndPoint.json	
@@ -575,3308 +575,8 @@
     "displayName": "MicrosoftDefenderForEndPoint"
   },
   "contentProvenance": {
-    "source": {
-      "path": "Workbooks/MicrosoftDefenderForEndPoint.json",
-      "sha256": "c78f1eb16db8df47a263a39839809e2d98feb3cfb1dc5bcdc7da5c8863aff74a",
-      "contentId": "sentinel-MicrosoftDefenderForEndPoint",
-      "originalMetadataVersion": null
-    },
-    "conversion": {
-      "tool": "sentinel-xdr-migration",
-      "version": "0.1.0",
-      "reviewRequired": false,
-      "queries": [
-        {
-          "sourcePath": "/items/4/content/items/0/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "cb071c1659672fa84632cfaacb3165d49765a22282541afece8c51bba08f4b54"
-          },
-          "conversion": {
-            "sourceId": "/items/4/content/items/0/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "union \r\nisfuzzy = true\r\n(DeviceInfo | summarize arg_max(TimeGenerated,*) | project TimeGenerated, Type= \"DeviceInfo\" | extend Description = \"Machine information (including OS information)\"),\r\n(DeviceNetworkInfo | summarize arg_max(TimeGenerated,*) | project TimeGenerated, Type=\"DeviceNetworkInfo\"  | extend Description = \"Network properties of machines\"),\r\n(DeviceProcessEvents | summarize arg_max(TimeGenerated,*) | project TimeGenerated, Type=\"DeviceProcessEvents\" | extend Description = \"Process creation and related events\"),\r\n(DeviceNetworkEvents | summarize arg_max(TimeGenerated,*) | project TimeGenerated, Type=\"DeviceNetworkEvents\" | extend Description = \"Network connection and related events\"),\r\n(DeviceFileEvents | summarize arg_max(TimeGenerated,*) | project TimeGenerated, Type=\"DeviceFileEvents\" | extend Description = \"File creation, modification, and other file system events\"),\r\n(DeviceRegistryEvents | summarize arg_max(TimeGenerated,*) | project TimeGenerated, Type=\"DeviceRegistryEvents\" | extend Description = \"Creation and modification of registry entries\"),\r\n(DeviceLogonEvents | summarize arg_max(TimeGenerated,*) | project TimeGenerated, Type=\"DeviceLogonEvents\" | extend Description = \"Sign-ins and other authentication events\"),\r\n(DeviceImageLoadEvents | summarize arg_max(TimeGenerated,*) | project TimeGenerated, Type=\"DeviceImageLoadEvents\" | extend Description = \"DLL loading events\"),\r\n(DeviceEvents | summarize arg_max(TimeGenerated,*) | project TimeGenerated, Type=\"DeviceEvents\" | extend Description = \"Additional events types\"),\r\n(DeviceFileCertificateInfo | summarize arg_max(TimeGenerated,*) | project TimeGenerated, Type=\"DeviceFileCertificateInfo\" | extend Description = \"Certificate information of signed files)\")\r\n| extend [\"Last Log Received At (Local Time)\"] = TimeGenerated\r\n| project Type, Description, [\"Last Log Received At (Local Time)\"]",
-            "resolvedTables": [
-              "DeviceEvents",
-              "DeviceFileCertificateInfo",
-              "DeviceFileEvents",
-              "DeviceImageLoadEvents",
-              "DeviceInfo",
-              "DeviceLogonEvents",
-              "DeviceNetworkEvents",
-              "DeviceNetworkInfo",
-              "DeviceProcessEvents",
-              "DeviceRegistryEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "DeviceEvents",
-                "ahTable": "DeviceEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 67,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "DeviceFileCertificateInfo",
-                "ahTable": "DeviceFileCertificateInfo",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 20,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "DeviceFileEvents",
-                "ahTable": "DeviceFileEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 60,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "DeviceImageLoadEvents",
-                "ahTable": "DeviceImageLoadEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 44,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "DeviceInfo",
-                "ahTable": "DeviceInfo",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AadDeviceId",
-                    "ah": "AadDeviceId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AssetValue",
-                    "ah": "AssetValue",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AwsResourceName",
-                    "ah": "AwsResourceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AzureResourceId",
-                    "ah": "AzureResourceId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AzureVmId",
-                    "ah": "AzureVmId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AzureVmSubscriptionId",
-                    "ah": "AzureVmSubscriptionId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ClientVersion",
-                    "ah": "ClientVersion",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "CloudPlatforms",
-                    "ah": "CloudPlatforms",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceCategory",
-                    "ah": "DeviceCategory",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceDynamicTags",
-                    "ah": "DeviceDynamicTags",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceId",
-                    "ah": "DeviceId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceManualTags",
-                    "ah": "DeviceManualTags",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceName",
-                    "ah": "DeviceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceObjectId",
-                    "laType": "string",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "DeviceSubtype",
-                    "ah": "DeviceSubtype",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceType",
-                    "ah": "DeviceType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ExclusionReason",
-                    "ah": "ExclusionReason",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ExposureLevel",
-                    "ah": "ExposureLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "GcpFullResourceName",
-                    "ah": "GcpFullResourceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "HardwareUuid",
-                    "ah": "HardwareUuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "HostDeviceId",
-                    "ah": "HostDeviceId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsAzureADJoined",
-                    "ah": "IsAzureADJoined",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsExcluded",
-                    "ah": "IsExcluded",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsInternetFacing",
-                    "ah": "IsInternetFacing",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsTransient",
-                    "ah": "IsTransient",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "JoinType",
-                    "ah": "JoinType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LoggedOnUsers",
-                    "ah": "LoggedOnUsers",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "MachineGroup",
-                    "ah": "MachineGroup",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "MergedDeviceIds",
-                    "ah": "MergedDeviceIds",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "MergedToDeviceId",
-                    "ah": "MergedToDeviceId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "MitigationStatus",
-                    "ah": "MitigationStatus",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Model",
-                    "ah": "Model",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSArchitecture",
-                    "ah": "OSArchitecture",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSBuild",
-                    "ah": "OSBuild",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSDistribution",
-                    "ah": "OSDistribution",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSPlatform",
-                    "ah": "OSPlatform",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSVersion",
-                    "ah": "OSVersion",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSVersionInfo",
-                    "ah": "OSVersionInfo",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OnboardingStatus",
-                    "ah": "OnboardingStatus",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OsBuildRevision",
-                    "ah": "OsBuildRevision",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "PublicIP",
-                    "ah": "PublicIP",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RegistryDeviceTag",
-                    "ah": "RegistryDeviceTag",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RestrictedDeviceSecurityOperations",
-                    "ah": "RestrictedDeviceSecurityOperations",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SensorHealthState",
-                    "ah": "SensorHealthState",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Vendor",
-                    "ah": "Vendor",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": [
-                  "ConnectivityType",
-                  "DiscoverySources",
-                  "DlpInfo",
-                  "FirmwareVersions",
-                  "Site"
-                ]
-              },
-              {
-                "sentinelTable": "DeviceLogonEvents",
-                "ahTable": "DeviceLogonEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 51,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "DeviceNetworkEvents",
-                "ahTable": "DeviceNetworkEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 47,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "DeviceNetworkInfo",
-                "ahTable": "DeviceNetworkInfo",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 18,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "DeviceProcessEvents",
-                "ahTable": "DeviceProcessEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 70,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "DeviceRegistryEvents",
-                "ahTable": "DeviceRegistryEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 45,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/4/content/items/0/content/query",
-          "sourceSha256": "cb071c1659672fa84632cfaacb3165d49765a22282541afece8c51bba08f4b54",
-          "targetSha256": "cb071c1659672fa84632cfaacb3165d49765a22282541afece8c51bba08f4b54"
-        },
-        {
-          "sourcePath": "/items/4/content/items/1/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "eca4ca05cd64deeb3cc30440c5025651b0634c6772a2f25dfc040a66dbdb0c59"
-          },
-          "conversion": {
-            "sourceId": "/items/4/content/items/1/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "let AllDeviceNames = DeviceInfo | distinct DeviceId, DeviceName;\nlet DeviceEventSummary = DeviceEvents | extend Type = \"DeviceEvents\" | summarize count() by DeviceId, Type, bin(TimeGenerated,1d);\nlet DeviceNetworkEventsSummary = DeviceNetworkEvents | extend Type = \"DeviceNetworkEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceNetworkInfoSummary = DeviceNetworkInfo | extend Type = \"DeviceNetworkInfo\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceLogonEventsSummary = DeviceLogonEvents | extend Type = \"DeviceLogonEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceRegistryEventsSummary = DeviceRegistryEvents | extend Type = \"DeviceRegistryEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceProcessEventsSummary = DeviceProcessEvents | extend Type = \"DeviceProcessEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\n(DeviceEventSummary\n| union DeviceNetworkEventsSummary,\nDeviceNetworkEventsSummary,\nDeviceNetworkInfoSummary,\nDeviceLogonEventsSummary,\nDeviceRegistryEventsSummary,\nDeviceProcessEventsSummary)\n| join kind=inner ( \nAllDeviceNames\n)\non $left.DeviceId == $right.DeviceId\n| project-reorder Type, TimeGenerated, count_\n//| project-away DeviceId, DeviceId1",
-            "resolvedTables": [
-              "DeviceEvents",
-              "DeviceInfo",
-              "DeviceLogonEvents",
-              "DeviceNetworkEvents",
-              "DeviceNetworkInfo",
-              "DeviceProcessEvents",
-              "DeviceRegistryEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [
-              {
-                "kind": "synthesize-type-column",
-                "before": "Type",
-                "after": "Type = \"DeviceEvents\"",
-                "count": 1,
-                "source": "deterministic",
-                "reason": "Preserve a direct table summarize grouping with its native table label"
-              },
-              {
-                "kind": "synthesize-type-column",
-                "before": "Type",
-                "after": "Type = \"DeviceNetworkEvents\"",
-                "count": 1,
-                "source": "deterministic",
-                "reason": "Preserve a direct table summarize grouping with its native table label"
-              },
-              {
-                "kind": "synthesize-type-column",
-                "before": "Type",
-                "after": "Type = \"DeviceNetworkInfo\"",
-                "count": 1,
-                "source": "deterministic",
-                "reason": "Preserve a direct table summarize grouping with its native table label"
-              },
-              {
-                "kind": "synthesize-type-column",
-                "before": "Type",
-                "after": "Type = \"DeviceLogonEvents\"",
-                "count": 1,
-                "source": "deterministic",
-                "reason": "Preserve a direct table summarize grouping with its native table label"
-              },
-              {
-                "kind": "synthesize-type-column",
-                "before": "Type",
-                "after": "Type = \"DeviceRegistryEvents\"",
-                "count": 1,
-                "source": "deterministic",
-                "reason": "Preserve a direct table summarize grouping with its native table label"
-              },
-              {
-                "kind": "synthesize-type-column",
-                "before": "Type",
-                "after": "Type = \"DeviceProcessEvents\"",
-                "count": 1,
-                "source": "deterministic",
-                "reason": "Preserve a direct table summarize grouping with its native table label"
-              }
-            ],
-            "schemaMap": [
-              {
-                "sentinelTable": "DeviceEvents",
-                "ahTable": "DeviceEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 67,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "DeviceInfo",
-                "ahTable": "DeviceInfo",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AadDeviceId",
-                    "ah": "AadDeviceId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AssetValue",
-                    "ah": "AssetValue",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AwsResourceName",
-                    "ah": "AwsResourceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AzureResourceId",
-                    "ah": "AzureResourceId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AzureVmId",
-                    "ah": "AzureVmId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AzureVmSubscriptionId",
-                    "ah": "AzureVmSubscriptionId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ClientVersion",
-                    "ah": "ClientVersion",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "CloudPlatforms",
-                    "ah": "CloudPlatforms",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceCategory",
-                    "ah": "DeviceCategory",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceDynamicTags",
-                    "ah": "DeviceDynamicTags",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceId",
-                    "ah": "DeviceId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceManualTags",
-                    "ah": "DeviceManualTags",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceName",
-                    "ah": "DeviceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceObjectId",
-                    "laType": "string",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "DeviceSubtype",
-                    "ah": "DeviceSubtype",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceType",
-                    "ah": "DeviceType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ExclusionReason",
-                    "ah": "ExclusionReason",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ExposureLevel",
-                    "ah": "ExposureLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "GcpFullResourceName",
-                    "ah": "GcpFullResourceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "HardwareUuid",
-                    "ah": "HardwareUuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "HostDeviceId",
-                    "ah": "HostDeviceId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsAzureADJoined",
-                    "ah": "IsAzureADJoined",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsExcluded",
-                    "ah": "IsExcluded",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsInternetFacing",
-                    "ah": "IsInternetFacing",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsTransient",
-                    "ah": "IsTransient",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "JoinType",
-                    "ah": "JoinType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LoggedOnUsers",
-                    "ah": "LoggedOnUsers",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "MachineGroup",
-                    "ah": "MachineGroup",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "MergedDeviceIds",
-                    "ah": "MergedDeviceIds",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "MergedToDeviceId",
-                    "ah": "MergedToDeviceId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "MitigationStatus",
-                    "ah": "MitigationStatus",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Model",
-                    "ah": "Model",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSArchitecture",
-                    "ah": "OSArchitecture",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSBuild",
-                    "ah": "OSBuild",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSDistribution",
-                    "ah": "OSDistribution",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSPlatform",
-                    "ah": "OSPlatform",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSVersion",
-                    "ah": "OSVersion",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSVersionInfo",
-                    "ah": "OSVersionInfo",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OnboardingStatus",
-                    "ah": "OnboardingStatus",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OsBuildRevision",
-                    "ah": "OsBuildRevision",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "PublicIP",
-                    "ah": "PublicIP",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RegistryDeviceTag",
-                    "ah": "RegistryDeviceTag",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RestrictedDeviceSecurityOperations",
-                    "ah": "RestrictedDeviceSecurityOperations",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SensorHealthState",
-                    "ah": "SensorHealthState",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Vendor",
-                    "ah": "Vendor",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": [
-                  "ConnectivityType",
-                  "DiscoverySources",
-                  "DlpInfo",
-                  "FirmwareVersions",
-                  "Site"
-                ]
-              },
-              {
-                "sentinelTable": "DeviceLogonEvents",
-                "ahTable": "DeviceLogonEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 51,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "DeviceNetworkEvents",
-                "ahTable": "DeviceNetworkEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 47,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "DeviceNetworkInfo",
-                "ahTable": "DeviceNetworkInfo",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 18,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "DeviceProcessEvents",
-                "ahTable": "DeviceProcessEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 70,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "DeviceRegistryEvents",
-                "ahTable": "DeviceRegistryEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 45,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/4/content/items/1/content/query",
-          "sourceSha256": "eca4ca05cd64deeb3cc30440c5025651b0634c6772a2f25dfc040a66dbdb0c59",
-          "targetSha256": "50094cc183cf03326fb949dc42895a44a6520bd5f4b7b6db4711c4962a66fcdc"
-        },
-        {
-          "sourcePath": "/items/4/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "dec86c7d5ffe294904662836a11ecc397064af1d9a9199ad42876901a2eab07d"
-          },
-          "conversion": {
-            "sourceId": "/items/4/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "DeviceInfo \r\n| summarize arg_max(TimeGenerated,*) by DeviceId\r\n| extend ParsedFields=parse_json(LoggedOnUsers)[0]\r\n| extend DurationAtLeast= format_timespan(now()-TimeGenerated,'dd:hh:mm:ss')\r\n| project DurationAtLeast,TimeGenerated,DeviceName,DomainName=ParsedFields.DomainName,UserName=ParsedFields.UserName\r\n| order by DurationAtLeast asc",
-            "resolvedTables": [
-              "DeviceInfo"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "DeviceInfo",
-                "ahTable": "DeviceInfo",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AadDeviceId",
-                    "ah": "AadDeviceId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AssetValue",
-                    "ah": "AssetValue",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AwsResourceName",
-                    "ah": "AwsResourceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AzureResourceId",
-                    "ah": "AzureResourceId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AzureVmId",
-                    "ah": "AzureVmId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AzureVmSubscriptionId",
-                    "ah": "AzureVmSubscriptionId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ClientVersion",
-                    "ah": "ClientVersion",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "CloudPlatforms",
-                    "ah": "CloudPlatforms",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceCategory",
-                    "ah": "DeviceCategory",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceDynamicTags",
-                    "ah": "DeviceDynamicTags",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceId",
-                    "ah": "DeviceId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceManualTags",
-                    "ah": "DeviceManualTags",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceName",
-                    "ah": "DeviceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceObjectId",
-                    "laType": "string",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "DeviceSubtype",
-                    "ah": "DeviceSubtype",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceType",
-                    "ah": "DeviceType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ExclusionReason",
-                    "ah": "ExclusionReason",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ExposureLevel",
-                    "ah": "ExposureLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "GcpFullResourceName",
-                    "ah": "GcpFullResourceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "HardwareUuid",
-                    "ah": "HardwareUuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "HostDeviceId",
-                    "ah": "HostDeviceId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsAzureADJoined",
-                    "ah": "IsAzureADJoined",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsExcluded",
-                    "ah": "IsExcluded",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsInternetFacing",
-                    "ah": "IsInternetFacing",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsTransient",
-                    "ah": "IsTransient",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "JoinType",
-                    "ah": "JoinType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LoggedOnUsers",
-                    "ah": "LoggedOnUsers",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "MachineGroup",
-                    "ah": "MachineGroup",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "MergedDeviceIds",
-                    "ah": "MergedDeviceIds",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "MergedToDeviceId",
-                    "ah": "MergedToDeviceId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "MitigationStatus",
-                    "ah": "MitigationStatus",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Model",
-                    "ah": "Model",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSArchitecture",
-                    "ah": "OSArchitecture",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSBuild",
-                    "ah": "OSBuild",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSDistribution",
-                    "ah": "OSDistribution",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSPlatform",
-                    "ah": "OSPlatform",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSVersion",
-                    "ah": "OSVersion",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSVersionInfo",
-                    "ah": "OSVersionInfo",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OnboardingStatus",
-                    "ah": "OnboardingStatus",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OsBuildRevision",
-                    "ah": "OsBuildRevision",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "PublicIP",
-                    "ah": "PublicIP",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RegistryDeviceTag",
-                    "ah": "RegistryDeviceTag",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RestrictedDeviceSecurityOperations",
-                    "ah": "RestrictedDeviceSecurityOperations",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SensorHealthState",
-                    "ah": "SensorHealthState",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Vendor",
-                    "ah": "Vendor",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": [
-                  "ConnectivityType",
-                  "DiscoverySources",
-                  "DlpInfo",
-                  "FirmwareVersions",
-                  "Site"
-                ]
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/4/content/items/2/content/query",
-          "sourceSha256": "dec86c7d5ffe294904662836a11ecc397064af1d9a9199ad42876901a2eab07d",
-          "targetSha256": "dec86c7d5ffe294904662836a11ecc397064af1d9a9199ad42876901a2eab07d"
-        },
-        {
-          "sourcePath": "/items/4/content/items/3/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "cba61d36521eb072066130d1cbab27278c9861ed65d909e2a9c502181e38a901"
-          },
-          "conversion": {
-            "sourceId": "/items/4/content/items/3/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "let UsbDriveMount = DeviceEvents\r\n| where ActionType==\"UsbDriveMounted\"\r\n| extend ParsedFields=parse_json(AdditionalFields)\r\n| project DeviceId, DeviceName, DriveLetter=ParsedFields.DriveLetter, MountTime=Timestamp,\r\nProductName=ParsedFields.ProductName,SerialNumber=ParsedFields.SerialNumber,Manufacturer=ParsedFields.Manufacturer\r\n| order by DeviceId asc, MountTime desc;\r\nlet FileCreation = DeviceFileEvents\r\n| where InitiatingProcessAccountName != \"system\"\r\n| where ActionType == \"FileCreated\"\r\n| where FolderPath !startswith \"C:\\\\\"\r\n| where FolderPath !startswith \"\\\\\"\r\n| project ReportId,DeviceId,InitiatingProcessAccountDomain,\r\nInitiatingProcessAccountName,InitiatingProcessAccountUpn,\r\nFileName, FolderPath, SHA256, Timestamp, SensitivityLabel, IsAzureInfoProtectionApplied\r\n| order by DeviceId asc, Timestamp desc;\r\nFileCreation | lookup kind=inner (UsbDriveMount) on DeviceId\r\n| where FolderPath startswith DriveLetter\r\n| where Timestamp >= MountTime\r\n| partition by ReportId ( top 1 by MountTime )\r\n| order by DeviceId asc, Timestamp desc\r\n| summarize FileCount = count() by DeviceName\r\n| order by FileCount desc",
-            "resolvedTables": [
-              "DeviceEvents",
-              "DeviceFileEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "DeviceEvents",
-                "ahTable": "DeviceEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 67,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "DeviceFileEvents",
-                "ahTable": "DeviceFileEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 60,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/4/content/items/3/content/query",
-          "sourceSha256": "cba61d36521eb072066130d1cbab27278c9861ed65d909e2a9c502181e38a901",
-          "targetSha256": "cba61d36521eb072066130d1cbab27278c9861ed65d909e2a9c502181e38a901"
-        },
-        {
-          "sourcePath": "/items/4/content/items/4/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "912cfbffa687f4226ddf118e66791f628a1592a4bd7627f19ce264cbe4ccde76"
-          },
-          "conversion": {
-            "sourceId": "/items/4/content/items/4/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "DeviceNetworkInfo\r\n| extend ConnectedNetworks = todynamic(tostring(ConnectedNetworks)) \r\n| summarize arg_max(TimeGenerated,*) by DeviceId\r\n| mvexpand ConnectedNetworks\r\n| summarize count() by tostring(ConnectedNetworks.IsConnectedToInternet)",
-            "resolvedTables": [
-              "DeviceNetworkInfo"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [
-              {
-                "kind": "dynamic-cast",
-                "before": "ConnectedNetworks",
-                "after": "ConnectedNetworks = todynamic(tostring(ConnectedNetworks))",
-                "count": 1,
-                "source": "deterministic",
-                "reason": "`ConnectedNetworks` on `DeviceNetworkInfo` is delivered as a JSON string in Advanced Hunting; member access / mv-expand without a cast fails silently (0 rows, no bind error)."
-              }
-            ],
-            "schemaMap": [
-              {
-                "sentinelTable": "DeviceNetworkInfo",
-                "ahTable": "DeviceNetworkInfo",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 18,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/4/content/items/4/content/query",
-          "sourceSha256": "912cfbffa687f4226ddf118e66791f628a1592a4bd7627f19ce264cbe4ccde76",
-          "targetSha256": "f5fe20ba4db33ddaf9c052f9645f90125dbc1374705c2d21fbe91fc9df6b1666"
-        },
-        {
-          "sourcePath": "/items/4/content/items/5/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "f03a1744e0f501490a81b97857c3aa74b69548ffe25982c7c77267dd005c03d1"
-          },
-          "conversion": {
-            "sourceId": "/items/4/content/items/5/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "DeviceInfo\r\n| where isnotempty(OSPlatform)\r\n| summarize arg_max(Timestamp, DeviceName) by DeviceId\r\n| extend DeviceMachineName = split(DeviceName, '.')[0]\r\n| extend DeviceDomain = substring(DeviceName, strlen(DeviceMachineName) + 1, strlen(DeviceName) - strlen(DeviceMachineName) - 1)\r\n| summarize count() by DeviceDomain",
-            "resolvedTables": [
-              "DeviceInfo"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "DeviceInfo",
-                "ahTable": "DeviceInfo",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AadDeviceId",
-                    "ah": "AadDeviceId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AssetValue",
-                    "ah": "AssetValue",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AwsResourceName",
-                    "ah": "AwsResourceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AzureResourceId",
-                    "ah": "AzureResourceId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AzureVmId",
-                    "ah": "AzureVmId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AzureVmSubscriptionId",
-                    "ah": "AzureVmSubscriptionId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ClientVersion",
-                    "ah": "ClientVersion",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "CloudPlatforms",
-                    "ah": "CloudPlatforms",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceCategory",
-                    "ah": "DeviceCategory",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceDynamicTags",
-                    "ah": "DeviceDynamicTags",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceId",
-                    "ah": "DeviceId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceManualTags",
-                    "ah": "DeviceManualTags",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceName",
-                    "ah": "DeviceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceObjectId",
-                    "laType": "string",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "DeviceSubtype",
-                    "ah": "DeviceSubtype",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceType",
-                    "ah": "DeviceType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ExclusionReason",
-                    "ah": "ExclusionReason",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ExposureLevel",
-                    "ah": "ExposureLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "GcpFullResourceName",
-                    "ah": "GcpFullResourceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "HardwareUuid",
-                    "ah": "HardwareUuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "HostDeviceId",
-                    "ah": "HostDeviceId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsAzureADJoined",
-                    "ah": "IsAzureADJoined",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsExcluded",
-                    "ah": "IsExcluded",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsInternetFacing",
-                    "ah": "IsInternetFacing",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsTransient",
-                    "ah": "IsTransient",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "JoinType",
-                    "ah": "JoinType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LoggedOnUsers",
-                    "ah": "LoggedOnUsers",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "MachineGroup",
-                    "ah": "MachineGroup",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "MergedDeviceIds",
-                    "ah": "MergedDeviceIds",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "MergedToDeviceId",
-                    "ah": "MergedToDeviceId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "MitigationStatus",
-                    "ah": "MitigationStatus",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Model",
-                    "ah": "Model",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSArchitecture",
-                    "ah": "OSArchitecture",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSBuild",
-                    "ah": "OSBuild",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSDistribution",
-                    "ah": "OSDistribution",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSPlatform",
-                    "ah": "OSPlatform",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSVersion",
-                    "ah": "OSVersion",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSVersionInfo",
-                    "ah": "OSVersionInfo",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OnboardingStatus",
-                    "ah": "OnboardingStatus",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OsBuildRevision",
-                    "ah": "OsBuildRevision",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "PublicIP",
-                    "ah": "PublicIP",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RegistryDeviceTag",
-                    "ah": "RegistryDeviceTag",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
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-                    "ah": "RestrictedDeviceSecurityOperations",
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-                  },
-                  {
-                    "sentinel": "SensorHealthState",
-                    "ah": "SensorHealthState",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Vendor",
-                    "ah": "Vendor",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": [
-                  "ConnectivityType",
-                  "DiscoverySources",
-                  "DlpInfo",
-                  "FirmwareVersions",
-                  "Site"
-                ]
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/4/content/items/7/content/query",
-          "sourceSha256": "7a37ccf7aa76480b785bdac593d936c36ed796379e4bf977c7b7dcf705e897e8",
-          "targetSha256": "7a37ccf7aa76480b785bdac593d936c36ed796379e4bf977c7b7dcf705e897e8"
-        },
-        {
-          "sourcePath": "/items/5/content/items/0/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "6b320fcd4664c4fc0b85ff9b5228b9b2ef070cd26d61f7c926f40a1692bc91c1"
-          },
-          "conversion": {
-            "sourceId": "/items/5/content/items/0/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query shows the source of the AV detections (e.g., the website the file was downloaded from etc.)\r\n//\r\n//Get the list of AV detections\r\nlet avDetections =\r\nDeviceEvents\r\n| where ActionType == \"AntivirusDetection\" and isnotempty(MD5)\r\n| extend ParsedFields=parse_json(AdditionalFields)\r\n| project Timestamp, DeviceName, ThreatName=tostring(ParsedFields.ThreatName), FileName, FolderPath, MD5;\r\n//Get a list of file creations\r\nlet fileCreations =\r\nDeviceFileEvents \r\n| where (isnotempty(FileOriginReferrerUrl) or isnotempty(FileOriginUrl)) and isnotempty(MD5)\r\n| project MD5, FileOriginUrl, FileOriginReferrerUrl, InitiatingProcessFileName, InitiatingProcessParentFileName;\r\n//Join the file creations and AV detections on the MD5 of the file\r\navDetections | join kind=inner (fileCreations) on MD5\r\n| project-away MD51 //Remove the duplicated MD5 field\r\n| sort by Timestamp desc ",
-            "resolvedTables": [
-              "DeviceEvents",
-              "DeviceFileEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "DeviceEvents",
-                "ahTable": "DeviceEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 67,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "DeviceFileEvents",
-                "ahTable": "DeviceFileEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 60,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/5/content/items/0/content/query",
-          "sourceSha256": "6b320fcd4664c4fc0b85ff9b5228b9b2ef070cd26d61f7c926f40a1692bc91c1",
-          "targetSha256": "6b320fcd4664c4fc0b85ff9b5228b9b2ef070cd26d61f7c926f40a1692bc91c1"
-        },
-        {
-          "sourcePath": "/items/5/content/items/1/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "54a5903992c02e06d5661fa8b75928719789d9bf7bd22d33703ddbecfaea6a5b"
-          },
-          "conversion": {
-            "sourceId": "/items/5/content/items/1/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "DeviceEvents\r\n| where ActionType startswith \"Asr\" and ActionType endswith \"Audited\"\r\n// Count total stats - count events and machines per rule\r\n| summarize EventCount=count(), MachinesCount=dcount(DeviceId) by ActionType",
-            "resolvedTables": [
-              "DeviceEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "DeviceEvents",
-                "ahTable": "DeviceEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 67,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/5/content/items/1/content/query",
-          "sourceSha256": "54a5903992c02e06d5661fa8b75928719789d9bf7bd22d33703ddbecfaea6a5b",
-          "targetSha256": "54a5903992c02e06d5661fa8b75928719789d9bf7bd22d33703ddbecfaea6a5b"
-        },
-        {
-          "sourcePath": "/items/5/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "e899e87ad3b910c7f0902b224d463322a896feacc37c4154f0f7acb5d6348fa2"
-          },
-          "conversion": {
-            "sourceId": "/items/5/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "DeviceEvents\r\n| where ActionType startswith \"Asr\" and ActionType endswith \"Blocked\"\r\n// Count total stats - count events and machines per rule\r\n| summarize EventCount=count(), MachinesCount=dcount(DeviceId) by ActionType",
-            "resolvedTables": [
-              "DeviceEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "DeviceEvents",
-                "ahTable": "DeviceEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 67,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/5/content/items/2/content/query",
-          "sourceSha256": "e899e87ad3b910c7f0902b224d463322a896feacc37c4154f0f7acb5d6348fa2",
-          "targetSha256": "e899e87ad3b910c7f0902b224d463322a896feacc37c4154f0f7acb5d6348fa2"
-        },
-        {
-          "sourcePath": "/items/5/content/items/3/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "580fe67b33189f9c01eb8cb2bebf84e340292ab2b8a103996c6f02b3f717ba50"
-          },
-          "conversion": {
-            "sourceId": "/items/5/content/items/3/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query make a best-guess detection regarding which removable media device caused an AV detection\r\n//The query is best run over 30 days to get the full USB history\r\n//\r\n//Get a list of USB AV detections. This assumes any path not beginning with C is a removable/USB device\r\nlet usbDetections =\r\n    DeviceEvents\r\n    | where ActionType == \"AntivirusDetection\" and FolderPath !startswith \"c\" and FolderPath matches regex \"^[A-Za-z]{1}\"\r\n    | extend ParsedFields=parse_json(AdditionalFields)\r\n    | project DetectionTime=Timestamp, DeviceName, ThreatName=tostring(ParsedFields.ThreatName), FileName, FolderPath;\r\n//Get a list of USB disk drive connections, grouped by computer name and DeviceID\r\nlet usbConnections = \r\n    DeviceEvents\r\n    | where ActionType == \"PnpDeviceConnected\"\r\n    | extend parsed=parse_json(AdditionalFields)\r\n    | project Timestamp, DeviceName, DeviceId=tostring(parsed.DeviceId), ClassName=tostring(parsed.ClassName)\r\n    | where ClassName == \"DiskDrive\"\r\n    | summarize UsbFirstSeen=min(Timestamp), UsbLastSeen=max(Timestamp) by DeviceId, DeviceName;\r\n//Join USB AV detections and connections, where the detection occurs after the USB has been plugged in\r\nusbDetections | join kind=inner (usbConnections) on DeviceName | where DetectionTime > UsbFirstSeen and DetectionTime < UsbLastSeen\r\n| project DetectionTime, DeviceName, ThreatName, FileName, FolderPath, DeviceId, UsbFirstSeen, UsbLastSeen\r\n| sort by DetectionTime desc",
-            "resolvedTables": [
-              "DeviceEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "DeviceEvents",
-                "ahTable": "DeviceEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 67,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/5/content/items/3/content/query",
-          "sourceSha256": "580fe67b33189f9c01eb8cb2bebf84e340292ab2b8a103996c6f02b3f717ba50",
-          "targetSha256": "580fe67b33189f9c01eb8cb2bebf84e340292ab2b8a103996c6f02b3f717ba50"
-        },
-        {
-          "sourcePath": "/items/5/content/items/4/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "8c15e02b4b3be1407b61906ddae6bb9d6429c336dbd0b5027b5a0c35ea44b62b"
-          },
-          "conversion": {
-            "sourceId": "/items/5/content/items/4/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "let UsbDriveMount = DeviceEvents\r\n| where ActionType==\"UsbDriveMounted\"\r\n| extend ParsedFields=parse_json(AdditionalFields)\r\n| project DeviceId, DeviceName, DriveLetter=ParsedFields.DriveLetter, MountTime=Timestamp,\r\nProductName=ParsedFields.ProductName,SerialNumber=ParsedFields.SerialNumber,Manufacturer=ParsedFields.Manufacturer\r\n| order by DeviceId asc, MountTime desc;\r\nlet FileCreation = DeviceFileEvents\r\n| where InitiatingProcessAccountName != \"system\"\r\n| where ActionType == \"FileCreated\"\r\n| where FolderPath !startswith \"C:\\\\\"\r\n| where FolderPath !startswith \"\\\\\"\r\n| project ReportId,DeviceId,InitiatingProcessAccountDomain,\r\nInitiatingProcessAccountName,InitiatingProcessAccountUpn,\r\nFileName, FolderPath, SHA256, Timestamp, SensitivityLabel, IsAzureInfoProtectionApplied\r\n| order by DeviceId asc, Timestamp desc;\r\nFileCreation | lookup kind=inner (UsbDriveMount) on DeviceId\r\n| where FolderPath startswith DriveLetter\r\n| where Timestamp >= MountTime\r\n| partition by ReportId ( top 1 by MountTime )\r\n| order by DeviceId asc, Timestamp desc",
-            "resolvedTables": [
-              "DeviceEvents",
-              "DeviceFileEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "DeviceEvents",
-                "ahTable": "DeviceEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 67,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "DeviceFileEvents",
-                "ahTable": "DeviceFileEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 60,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/5/content/items/4/content/query",
-          "sourceSha256": "8c15e02b4b3be1407b61906ddae6bb9d6429c336dbd0b5027b5a0c35ea44b62b",
-          "targetSha256": "8c15e02b4b3be1407b61906ddae6bb9d6429c336dbd0b5027b5a0c35ea44b62b"
-        },
-        {
-          "sourcePath": "/items/6/content/items/0/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "b2226a146819d8000285fa40a96140dffee3c7c1eb5e2b3077645a4faebc5edb"
-          },
-          "conversion": {
-            "sourceId": "/items/6/content/items/0/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "DeviceNetworkInfo\r\n| extend ConnectedNetworks = todynamic(tostring(ConnectedNetworks)) \r\n| summarize arg_max(TimeGenerated,*) by DeviceId\r\n| mv-apply ConnectedNetworks on \r\n(\r\nwhere ConnectedNetworks.IsConnectedToInternet == true\r\n)\r\n| project DeviceName, DefaultGateways, IPv4Dhcp, IPv6Dhcp,MacAddress,MachineGroup, ConnectedNetworks.IsConnectedToInternet",
-            "resolvedTables": [
-              "DeviceNetworkInfo"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [
-              {
-                "kind": "dynamic-cast",
-                "before": "ConnectedNetworks",
-                "after": "ConnectedNetworks = todynamic(tostring(ConnectedNetworks))",
-                "count": 1,
-                "source": "deterministic",
-                "reason": "`ConnectedNetworks` on `DeviceNetworkInfo` is delivered as a JSON string in Advanced Hunting; member access / mv-expand without a cast fails silently (0 rows, no bind error)."
-              }
-            ],
-            "schemaMap": [
-              {
-                "sentinelTable": "DeviceNetworkInfo",
-                "ahTable": "DeviceNetworkInfo",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 18,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/6/content/items/0/content/query",
-          "sourceSha256": "b2226a146819d8000285fa40a96140dffee3c7c1eb5e2b3077645a4faebc5edb",
-          "targetSha256": "3a5afcba5624d5c6401700184df39429dbd655db6c5a2a89ebd7f8b9eaa0d746"
-        },
-        {
-          "sourcePath": "/items/6/content/items/1/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "555e81a53301f1436689be365393c0717603321a3a02713b352688cd6870a5a3"
-          },
-          "conversion": {
-            "sourceId": "/items/6/content/items/1/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "DeviceNetworkInfo\r\n| summarize arg_max(TimeGenerated,*) by DeviceId\r\n| summarize count() by MachineGroup",
-            "resolvedTables": [
-              "DeviceNetworkInfo"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "DeviceNetworkInfo",
-                "ahTable": "DeviceNetworkInfo",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 18,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/6/content/items/1/content/query",
-          "sourceSha256": "555e81a53301f1436689be365393c0717603321a3a02713b352688cd6870a5a3",
-          "targetSha256": "555e81a53301f1436689be365393c0717603321a3a02713b352688cd6870a5a3"
-        },
-        {
-          "sourcePath": "/items/6/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "294004b280db138149291a40c8f2b78c1f74ba4f777c17615dd3bab7ff7ee1ea"
-          },
-          "conversion": {
-            "sourceId": "/items/6/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "DeviceNetworkInfo\r\n| summarize arg_max(TimeGenerated,*) by DeviceId\r\n| summarize count() by NetworkAdapterType, NetworkAdapterStatus",
-            "resolvedTables": [
-              "DeviceNetworkInfo"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "DeviceNetworkInfo",
-                "ahTable": "DeviceNetworkInfo",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 18,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/6/content/items/2/content/query",
-          "sourceSha256": "294004b280db138149291a40c8f2b78c1f74ba4f777c17615dd3bab7ff7ee1ea",
-          "targetSha256": "294004b280db138149291a40c8f2b78c1f74ba4f777c17615dd3bab7ff7ee1ea"
-        },
-        {
-          "sourcePath": "/items/6/content/items/3/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "4ef3cca1b95083fc63a7cfb368e3643b91981f5872c0d95a3210368f25a90e52"
-          },
-          "conversion": {
-            "sourceId": "/items/6/content/items/3/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "DeviceNetworkEvents\r\n| summarize count() by DeviceName, DeviceId,bin( TimeGenerated,5m)",
-            "resolvedTables": [
-              "DeviceNetworkEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "DeviceNetworkEvents",
-                "ahTable": "DeviceNetworkEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 47,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/6/content/items/3/content/query",
-          "sourceSha256": "4ef3cca1b95083fc63a7cfb368e3643b91981f5872c0d95a3210368f25a90e52",
-          "targetSha256": "4ef3cca1b95083fc63a7cfb368e3643b91981f5872c0d95a3210368f25a90e52"
-        },
-        {
-          "sourcePath": "/items/6/content/items/4/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "8dc392ae6633cd2ba0a9af11c23ff3a89577b60d158bd3088ab543673d6a8e0e"
-          },
-          "conversion": {
-            "sourceId": "/items/6/content/items/4/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "DeviceNetworkEvents\r\n| where isnotempty(RemoteUrl)\r\n| summarize count() by RemoteUrl\r\n| order by count_ desc\r\n| limit 10",
-            "resolvedTables": [
-              "DeviceNetworkEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "DeviceNetworkEvents",
-                "ahTable": "DeviceNetworkEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 47,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/6/content/items/4/content/query",
-          "sourceSha256": "8dc392ae6633cd2ba0a9af11c23ff3a89577b60d158bd3088ab543673d6a8e0e",
-          "targetSha256": "8dc392ae6633cd2ba0a9af11c23ff3a89577b60d158bd3088ab543673d6a8e0e"
-        },
-        {
-          "sourcePath": "/items/6/content/items/5/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "16f00d253ed14ae4b7d545d8eee5ac6f5c1efe63d726dd2f252d67c444c8b801"
-          },
-          "conversion": {
-            "sourceId": "/items/6/content/items/5/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "// This query looks for Tor client, or for a common Tor plugin called Meek.\r\n// We query for active Tor connections, but could have alternatively looked for active Tor runs (ProcessCreateEvents) or Tor downloads (DeviceFileEvents)\r\n// To read more about this technique, see:\r\n// Tor: https://attack.mitre.org/wiki/Software/S0183#Techniques_Used\r\n// Meek plugin: https://attack.mitre.org/wiki/Software/S0175\r\n// Multi-hop proxy technique: https://attack.mitre.org/wiki/Technique/T1188\r\n// Tags: #Tor, #MultiHopProxy, #CnC\r\nDeviceNetworkEvents  \r\n| where Timestamp < ago(3d) and InitiatingProcessFileName in~ (\"tor.exe\", \"meek-client.exe\")\r\n// Returns MD5 hashes of files used by Tor, to enable you to block them.\r\n// We count how prevalent each file is (by machines) and show examples for some of them (up to 5 machine names per hash).\r\n| summarize MachineCount=dcount(DeviceName), MachineNames=makeset(DeviceName, 5) by InitiatingProcessMD5\r\n| order by MachineCount desc",
-            "resolvedTables": [
-              "DeviceNetworkEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "DeviceNetworkEvents",
-                "ahTable": "DeviceNetworkEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 47,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/6/content/items/5/content/query",
-          "sourceSha256": "16f00d253ed14ae4b7d545d8eee5ac6f5c1efe63d726dd2f252d67c444c8b801",
-          "targetSha256": "16f00d253ed14ae4b7d545d8eee5ac6f5c1efe63d726dd2f252d67c444c8b801"
-        },
-        {
-          "sourcePath": "/items/7/content/items/0/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "ca8c7d543e78b0b3c17cf5f2cd4e3d459290279886383482e7e154b5baa63e69"
-          },
-          "conversion": {
-            "sourceId": "/items/7/content/items/0/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "DeviceFileEvents\r\n| summarize FileActivityCount = count() by DeviceName",
-            "resolvedTables": [
-              "DeviceFileEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "DeviceFileEvents",
-                "ahTable": "DeviceFileEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 60,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/7/content/items/0/content/query",
-          "sourceSha256": "ca8c7d543e78b0b3c17cf5f2cd4e3d459290279886383482e7e154b5baa63e69",
-          "targetSha256": "ca8c7d543e78b0b3c17cf5f2cd4e3d459290279886383482e7e154b5baa63e69"
-        },
-        {
-          "sourcePath": "/items/7/content/items/1/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "0eb0f818ef22a8c48bd3b16196cbab8d64a694c7a4f96632ef9b69ecdd96afd7"
-          },
-          "conversion": {
-            "sourceId": "/items/7/content/items/1/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "DeviceFileEvents\r\n| summarize count() by InitiatingProcessAccountUpn",
-            "resolvedTables": [
-              "DeviceFileEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "DeviceFileEvents",
-                "ahTable": "DeviceFileEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 60,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/7/content/items/1/content/query",
-          "sourceSha256": "0eb0f818ef22a8c48bd3b16196cbab8d64a694c7a4f96632ef9b69ecdd96afd7",
-          "targetSha256": "0eb0f818ef22a8c48bd3b16196cbab8d64a694c7a4f96632ef9b69ecdd96afd7"
-        }
-      ]
-    },
+    "format": "public-workbook-v1",
+    "origin": "sentinel-migration",
     "requiredWorkloads": [
       {
         "workload": "mde",
@@ -3895,460 +595,6 @@
       }
     ],
     "requiredDataConnectors": [],
-    "dependencyReviewRequired": false,
-    "authoredReview": {
-      "schemaVersion": "1.0.0",
-      "baseline": {
-        "reference": "baseline-MicrosoftDefenderForEndPoint.json",
-        "sha256": "e18e0dcb940cf1fee811c9ae04f557dc711f402011d5b851174736034d6f77a1",
-        "canonicalDocumentSha256": "1105dff370e3fd38e2ed69e0c33fc706545c3d999ec1acf45acb172fe7deb9fe"
-      },
-      "baselineMetadata": {
-        "contentId": "05a7425a-fcda-5e24-823d-f8c9dd7a6215",
-        "instanceId": "4fffade5-9b6b-51af-a33d-97641e240595",
-        "version": "3.2.1",
-        "schemaVersion": "1.0.0",
-        "displayName": "MicrosoftDefenderForEndPoint"
-      },
-      "reversePayloadChanges": [
-        {
-          "path": [
-            "items",
-            4,
-            "content",
-            "items",
-            1,
-            "content",
-            "chartSettings",
-            "splitBy"
-          ],
-          "op": "remove"
-        },
-        {
-          "path": [
-            "items",
-            4,
-            "content",
-            "items",
-            1,
-            "content",
-            "chartSettings",
-            "yAxis"
-          ],
-          "op": "remove"
-        },
-        {
-          "path": [
-            "items",
-            4,
-            "content",
-            "items",
-            1,
-            "content",
-            "chartSettings",
-            "xAxis"
-          ],
-          "op": "replace",
-          "value": "count_"
-        },
-        {
-          "path": [
-            "items",
-            4,
-            "content",
-            "items",
-            1,
-            "content",
-            "query"
-          ],
-          "op": "replace",
-          "value": "let AllDeviceNames = DeviceInfo | distinct DeviceId, DeviceName;\nlet DeviceEventSummary = DeviceEvents | extend Type = \"DeviceEvents\" | summarize count() by DeviceId, Type, bin(TimeGenerated,1d);\nlet DeviceNetworkEventsSummary = DeviceNetworkEvents | extend Type = \"DeviceNetworkEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceNetworkInfoSummary = DeviceNetworkInfo | extend Type = \"DeviceNetworkInfo\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceLogonEventsSummary = DeviceLogonEvents | extend Type = \"DeviceLogonEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceRegistryEventsSummary = DeviceRegistryEvents | extend Type = \"DeviceRegistryEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\nlet DeviceProcessEventsSummary = DeviceProcessEvents | extend Type = \"DeviceProcessEvents\" | summarize count() by DeviceId,Type, bin(TimeGenerated,1d);\n(DeviceEventSummary\n| union DeviceNetworkEventsSummary,\nDeviceNetworkEventsSummary,\nDeviceNetworkInfoSummary,\nDeviceLogonEventsSummary,\nDeviceRegistryEventsSummary,\nDeviceProcessEventsSummary)\n| join kind=inner ( \nAllDeviceNames\n)\non $left.DeviceId == $right.DeviceId\n| project-reorder Type, TimeGenerated, count_\n//| project-away DeviceId, DeviceId1"
-        },
-        {
-          "path": [
-            "items",
-            4,
-            "content",
-            "items",
-            3,
-            "content",
-            "timeContextFromParameter"
-          ],
-          "op": "remove"
-        },
-        {
-          "path": [
-            "items",
-            4,
-            "content",
-            "items",
-            4,
-            "content",
-            "query"
-          ],
-          "op": "replace",
-          "value": "DeviceNetworkInfo\r\n| extend ConnectedNetworks = todynamic(tostring(ConnectedNetworks)) \r\n| summarize arg_max(TimeGenerated,*) by DeviceId\r\n| mvexpand ConnectedNetworks\r\n| summarize count() by tostring(ConnectedNetworks.IsConnectedToInternet)"
-        },
-        {
-          "path": [
-            "items",
-            4,
-            "content",
-            "items",
-            5,
-            "content",
-            "query"
-          ],
-          "op": "replace",
-          "value": "DeviceInfo\r\n| where isnotempty(OSPlatform)\r\n| summarize arg_max(Timestamp, DeviceName) by DeviceId\r\n| extend DeviceMachineName = split(DeviceName, '.')[0]\r\n| extend DeviceDomain = substring(DeviceName, strlen(DeviceMachineName) + 1, strlen(DeviceName) - strlen(DeviceMachineName) - 1)\r\n| summarize count() by DeviceDomain"
-        },
-        {
-          "path": [
-            "items",
-            4,
-            "content",
-            "items",
-            6,
-            "content",
-            "timeContextFromParameter"
-          ],
-          "op": "remove"
-        },
-        {
-          "path": [
-            "items",
-            4,
-            "content",
-            "items",
-            6,
-            "content",
-            "query"
-          ],
-          "op": "replace",
-          "value": "DeviceInfo\r\n| where isnotempty(OSPlatform)\r\n| summarize arg_max(TimeGenerated, *) by DeviceId\r\n| summarize count() by tostring(IsAzureADJoined)"
-        },
-        {
-          "path": [
-            "items",
-            5,
-            "content",
-            "items",
-            2,
-            "content",
-            "timeContextFromParameter"
-          ],
-          "op": "remove"
-        },
-        {
-          "path": [
-            "items",
-            6,
-            "content",
-            "items",
-            1,
-            "content",
-            "timeContextFromParameter"
-          ],
-          "op": "remove"
-        },
-        {
-          "path": [
-            "items",
-            6,
-            "content",
-            "items",
-            5,
-            "content",
-            "query"
-          ],
-          "op": "replace",
-          "value": "// This query looks for Tor client, or for a common Tor plugin called Meek.\r\n// We query for active Tor connections, but could have alternatively looked for active Tor runs (ProcessCreateEvents) or Tor downloads (DeviceFileEvents)\r\n// To read more about this technique, see:\r\n// Tor: https://attack.mitre.org/wiki/Software/S0183#Techniques_Used\r\n// Meek plugin: https://attack.mitre.org/wiki/Software/S0175\r\n// Multi-hop proxy technique: https://attack.mitre.org/wiki/Technique/T1188\r\n// Tags: #Tor, #MultiHopProxy, #CnC\r\nDeviceNetworkEvents  \r\n| where Timestamp < ago(3d) and InitiatingProcessFileName in~ (\"tor.exe\", \"meek-client.exe\")\r\n// Returns MD5 hashes of files used by Tor, to enable you to block them.\r\n// We count how prevalent each file is (by machines) and show examples for some of them (up to 5 machine names per hash).\r\n| summarize MachineCount=dcount(DeviceName), MachineNames=makeset(DeviceName, 5) by InitiatingProcessMD5\r\n| order by MachineCount desc"
-        },
-        {
-          "path": [
-            "items",
-            7,
-            "content",
-            "items",
-            1,
-            "content",
-            "timeContextFromParameter"
-          ],
-          "op": "remove"
-        },
-        {
-          "path": [
-            "items",
-            7,
-            "content",
-            "items",
-            1,
-            "content",
-            "query"
-          ],
-          "op": "replace",
-          "value": "DeviceFileEvents\r\n| summarize count() by InitiatingProcessAccountUpn"
-        }
-      ],
-      "canonicalPayloadSha256": "95a2423c39c740122d15e27099ccc742f0ff83f01161ce92620a412ee2382740",
-      "canonicalDocumentSha256": "7a242cb3d82136db76376eb2e5d76708e8b71dad0c85bc26b3e06e98c3f21aab",
-      "queries": [
-        {
-          "path": "/items/4/content/items/0/content/query",
-          "querySha256": "cb071c1659672fa84632cfaacb3165d49765a22282541afece8c51bba08f4b54",
-          "tables": [
-            "DeviceEvents",
-            "DeviceFileCertificateInfo",
-            "DeviceFileEvents",
-            "DeviceImageLoadEvents",
-            "DeviceInfo",
-            "DeviceLogonEvents",
-            "DeviceNetworkEvents",
-            "DeviceNetworkInfo",
-            "DeviceProcessEvents",
-            "DeviceRegistryEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/4/content/items/1/content/query",
-          "querySha256": "cc3da98f85fe7f23e390a2a93d0f60b0d440c48272511cb30f5d62664c38be94",
-          "tables": [
-            "DeviceEvents",
-            "DeviceInfo",
-            "DeviceLogonEvents",
-            "DeviceNetworkEvents",
-            "DeviceNetworkInfo",
-            "DeviceProcessEvents",
-            "DeviceRegistryEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/4/content/items/2/content/query",
-          "querySha256": "dec86c7d5ffe294904662836a11ecc397064af1d9a9199ad42876901a2eab07d",
-          "tables": [
-            "DeviceInfo"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/4/content/items/3/content/query",
-          "querySha256": "cba61d36521eb072066130d1cbab27278c9861ed65d909e2a9c502181e38a901",
-          "tables": [
-            "DeviceEvents",
-            "DeviceFileEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/4/content/items/4/content/query",
-          "querySha256": "2b828d6db6937a005667ffc692e8e7cdead3849c0d3602fb4559b832b3e60632",
-          "tables": [
-            "DeviceNetworkInfo"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/4/content/items/5/content/query",
-          "querySha256": "8e344d6232d542d7603dd5c7cefef2ca902b6f36442f9ff3931ec5f406eb2ce8",
-          "tables": [
-            "DeviceInfo"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/4/content/items/6/content/query",
-          "querySha256": "304502ce14c3b0d980aeb945a72272b72d3e6099de0bef722ca71dafad06a288",
-          "tables": [
-            "DeviceInfo"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/4/content/items/7/content/query",
-          "querySha256": "7a37ccf7aa76480b785bdac593d936c36ed796379e4bf977c7b7dcf705e897e8",
-          "tables": [
-            "DeviceInfo"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/5/content/items/0/content/query",
-          "querySha256": "6b320fcd4664c4fc0b85ff9b5228b9b2ef070cd26d61f7c926f40a1692bc91c1",
-          "tables": [
-            "DeviceEvents",
-            "DeviceFileEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/5/content/items/1/content/query",
-          "querySha256": "54a5903992c02e06d5661fa8b75928719789d9bf7bd22d33703ddbecfaea6a5b",
-          "tables": [
-            "DeviceEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/5/content/items/2/content/query",
-          "querySha256": "e899e87ad3b910c7f0902b224d463322a896feacc37c4154f0f7acb5d6348fa2",
-          "tables": [
-            "DeviceEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/5/content/items/3/content/query",
-          "querySha256": "580fe67b33189f9c01eb8cb2bebf84e340292ab2b8a103996c6f02b3f717ba50",
-          "tables": [
-            "DeviceEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/5/content/items/4/content/query",
-          "querySha256": "8c15e02b4b3be1407b61906ddae6bb9d6429c336dbd0b5027b5a0c35ea44b62b",
-          "tables": [
-            "DeviceEvents",
-            "DeviceFileEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/6/content/items/0/content/query",
-          "querySha256": "3a5afcba5624d5c6401700184df39429dbd655db6c5a2a89ebd7f8b9eaa0d746",
-          "tables": [
-            "DeviceNetworkInfo"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/6/content/items/1/content/query",
-          "querySha256": "555e81a53301f1436689be365393c0717603321a3a02713b352688cd6870a5a3",
-          "tables": [
-            "DeviceNetworkInfo"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/6/content/items/2/content/query",
-          "querySha256": "294004b280db138149291a40c8f2b78c1f74ba4f777c17615dd3bab7ff7ee1ea",
-          "tables": [
-            "DeviceNetworkInfo"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/6/content/items/3/content/query",
-          "querySha256": "4ef3cca1b95083fc63a7cfb368e3643b91981f5872c0d95a3210368f25a90e52",
-          "tables": [
-            "DeviceNetworkEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/6/content/items/4/content/query",
-          "querySha256": "8dc392ae6633cd2ba0a9af11c23ff3a89577b60d158bd3088ab543673d6a8e0e",
-          "tables": [
-            "DeviceNetworkEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/6/content/items/5/content/query",
-          "querySha256": "13253e02793b4b3c574c5b2e23c3b9696a3784b5175f6cb73fe2e063cbf1031c",
-          "tables": [
-            "DeviceNetworkEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/7/content/items/0/content/query",
-          "querySha256": "ca8c7d543e78b0b3c17cf5f2cd4e3d459290279886383482e7e154b5baa63e69",
-          "tables": [
-            "DeviceFileEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/7/content/items/1/content/query",
-          "querySha256": "267d8857347f914a1980767f909cbde1d17e9bee887cba876d8278bf5373345c",
-          "tables": [
-            "DeviceFileEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        }
-      ],
-      "changedQueries": [
-        {
-          "path": "/items/4/content/items/1/content/query",
-          "baselineQuerySha256": "50094cc183cf03326fb949dc42895a44a6520bd5f4b7b6db4711c4962a66fcdc",
-          "querySha256": "cc3da98f85fe7f23e390a2a93d0f60b0d440c48272511cb30f5d62664c38be94",
-          "decision": "accept",
-          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
-        },
-        {
-          "path": "/items/4/content/items/4/content/query",
-          "baselineQuerySha256": "f5fe20ba4db33ddaf9c052f9645f90125dbc1374705c2d21fbe91fc9df6b1666",
-          "querySha256": "2b828d6db6937a005667ffc692e8e7cdead3849c0d3602fb4559b832b3e60632",
-          "decision": "accept",
-          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
-        },
-        {
-          "path": "/items/4/content/items/5/content/query",
-          "baselineQuerySha256": "f03a1744e0f501490a81b97857c3aa74b69548ffe25982c7c77267dd005c03d1",
-          "querySha256": "8e344d6232d542d7603dd5c7cefef2ca902b6f36442f9ff3931ec5f406eb2ce8",
-          "decision": "accept",
-          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
-        },
-        {
-          "path": "/items/4/content/items/6/content/query",
-          "baselineQuerySha256": "8a4120b5b6750a3b83db7afbe9a189cf46d4f62b4223e74b9e2b6dbe9494741d",
-          "querySha256": "304502ce14c3b0d980aeb945a72272b72d3e6099de0bef722ca71dafad06a288",
-          "decision": "accept",
-          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
-        },
-        {
-          "path": "/items/6/content/items/5/content/query",
-          "baselineQuerySha256": "16f00d253ed14ae4b7d545d8eee5ac6f5c1efe63d726dd2f252d67c444c8b801",
-          "querySha256": "13253e02793b4b3c574c5b2e23c3b9696a3784b5175f6cb73fe2e063cbf1031c",
-          "decision": "accept",
-          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
-        },
-        {
-          "path": "/items/7/content/items/1/content/query",
-          "baselineQuerySha256": "0eb0f818ef22a8c48bd3b16196cbab8d64a694c7a4f96632ef9b69ecdd96afd7",
-          "querySha256": "267d8857347f914a1980767f909cbde1d17e9bee887cba876d8278bf5373345c",
-          "decision": "accept",
-          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
-        }
-      ],
-      "actor": "kingwil",
-      "reference": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved",
-      "decision": "accept",
-      "reviewSha256": "03082f009c10ce5ffffe89e72745e60b695cbdc3a8fb9e5edcbcb98e4c70ae8f"
-    }
+    "requiredWorkspaceFunctions": []
   }
 }
diff --git a/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForIdentity.json b/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForIdentity.json
index 7154a00bf13..02f66e5750b 100644
--- a/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForIdentity.json	
+++ b/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForIdentity.json	
@@ -881,4547 +881,8 @@
     "displayName": "MicrosoftDefenderForIdentity"
   },
   "contentProvenance": {
-    "source": {
-      "path": "Workbooks/MicrosoftDefenderForIdentity.json",
-      "sha256": "45a02cbd2d0a3a4e0afb535dc2611623bb4da4ebc855a97aadc5012dfcba5068",
-      "contentId": "sentinel-MicrosoftDefenderForIdentity",
-      "originalMetadataVersion": null
-    },
-    "conversion": {
-      "tool": "sentinel-xdr-migration",
-      "version": "0.1.0",
-      "reviewRequired": false,
-      "queries": [
-        {
-          "sourcePath": "/items/1/content/parameters/1/query",
-          "status": "removed-scope-helper",
-          "outputPath": null,
-          "sourceSha256": "49d6e69eb90170912b1e70a4d8c01d3f19d11b10c46b8a72ba0fda4cfc4a6257",
-          "targetSha256": null
-        },
-        {
-          "sourcePath": "/items/4/content/items/0/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "55a24358602dc66ce19b7782a2471bb4683aaf0ba29be08d45b6bb880ff431c5"
-          },
-          "conversion": {
-            "sourceId": "/items/4/content/items/0/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "IdentityLogonEvents\r\n| summarize count() by LogonType",
-            "resolvedTables": [
-              "IdentityLogonEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "IdentityLogonEvents",
-                "ahTable": "IdentityLogonEvents",
-                "identical": false,
-                "verdict": "Review",
-                "score": 0.966,
-                "columns": [
-                  {
-                    "sentinel": "AccountDisplayName",
-                    "ah": "AccountDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountDomain",
-                    "ah": "AccountDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountName",
-                    "ah": "AccountName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountObjectId",
-                    "ah": "AccountObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountSid",
-                    "ah": "AccountSid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountUpn",
-                    "ah": "AccountUpn",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ActionType",
-                    "ah": "ActionType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Application",
-                    "ah": "Application",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DestinationDeviceName",
-                    "ah": "DestinationDeviceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DestinationIPAddress",
-                    "ah": "DestinationIPAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DestinationPort",
-                    "ah": "DestinationPort",
-                    "laType": "string",
-                    "ahType": "int",
-                    "relation": "castNeeded"
-                  },
-                  {
-                    "sentinel": "DeviceName",
-                    "ah": "DeviceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceType",
-                    "ah": "DeviceType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "FailureReason",
-                    "ah": "FailureReason",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IPAddress",
-                    "ah": "IPAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ISP",
-                    "ah": "ISP",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastSeenForUser",
-                    "ah": "LastSeenForUser",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Location",
-                    "ah": "Location",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LogonType",
-                    "ah": "LogonType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSPlatform",
-                    "ah": "OSPlatform",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Port",
-                    "ah": "Port",
-                    "laType": "string",
-                    "ahType": "int",
-                    "relation": "castNeeded"
-                  },
-                  {
-                    "sentinel": "Protocol",
-                    "ah": "Protocol",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TargetAccountDisplayName",
-                    "ah": "TargetAccountDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TargetDeviceName",
-                    "ah": "TargetDeviceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UncommonForUser",
-                    "ah": "UncommonForUser",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/4/content/items/0/content/query",
-          "sourceSha256": "55a24358602dc66ce19b7782a2471bb4683aaf0ba29be08d45b6bb880ff431c5",
-          "targetSha256": "55a24358602dc66ce19b7782a2471bb4683aaf0ba29be08d45b6bb880ff431c5"
-        },
-        {
-          "sourcePath": "/items/4/content/items/1/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "067b2c84ac76d39cb98d782766a2333ad321ddacc62067c5df38887181e45e4d"
-          },
-          "conversion": {
-            "sourceId": "/items/4/content/items/1/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "IdentityLogonEvents\r\n|summarize count() by ActionType",
-            "resolvedTables": [
-              "IdentityLogonEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "IdentityLogonEvents",
-                "ahTable": "IdentityLogonEvents",
-                "identical": false,
-                "verdict": "Review",
-                "score": 0.966,
-                "columns": [
-                  {
-                    "sentinel": "AccountDisplayName",
-                    "ah": "AccountDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountDomain",
-                    "ah": "AccountDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountName",
-                    "ah": "AccountName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountObjectId",
-                    "ah": "AccountObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountSid",
-                    "ah": "AccountSid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountUpn",
-                    "ah": "AccountUpn",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ActionType",
-                    "ah": "ActionType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Application",
-                    "ah": "Application",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DestinationDeviceName",
-                    "ah": "DestinationDeviceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DestinationIPAddress",
-                    "ah": "DestinationIPAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DestinationPort",
-                    "ah": "DestinationPort",
-                    "laType": "string",
-                    "ahType": "int",
-                    "relation": "castNeeded"
-                  },
-                  {
-                    "sentinel": "DeviceName",
-                    "ah": "DeviceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceType",
-                    "ah": "DeviceType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "FailureReason",
-                    "ah": "FailureReason",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IPAddress",
-                    "ah": "IPAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ISP",
-                    "ah": "ISP",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastSeenForUser",
-                    "ah": "LastSeenForUser",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Location",
-                    "ah": "Location",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LogonType",
-                    "ah": "LogonType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSPlatform",
-                    "ah": "OSPlatform",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Port",
-                    "ah": "Port",
-                    "laType": "string",
-                    "ahType": "int",
-                    "relation": "castNeeded"
-                  },
-                  {
-                    "sentinel": "Protocol",
-                    "ah": "Protocol",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TargetAccountDisplayName",
-                    "ah": "TargetAccountDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TargetDeviceName",
-                    "ah": "TargetDeviceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UncommonForUser",
-                    "ah": "UncommonForUser",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/4/content/items/1/content/query",
-          "sourceSha256": "067b2c84ac76d39cb98d782766a2333ad321ddacc62067c5df38887181e45e4d",
-          "targetSha256": "067b2c84ac76d39cb98d782766a2333ad321ddacc62067c5df38887181e45e4d"
-        },
-        {
-          "sourcePath": "/items/4/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "7c73b3f858780b841d5fba68530dbbb26f27d300f7361a9a061778d92fb9c233"
-          },
-          "conversion": {
-            "sourceId": "/items/4/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "IdentityLogonEvents\r\n| summarize count() by Protocol",
-            "resolvedTables": [
-              "IdentityLogonEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "IdentityLogonEvents",
-                "ahTable": "IdentityLogonEvents",
-                "identical": false,
-                "verdict": "Review",
-                "score": 0.966,
-                "columns": [
-                  {
-                    "sentinel": "AccountDisplayName",
-                    "ah": "AccountDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountDomain",
-                    "ah": "AccountDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountName",
-                    "ah": "AccountName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountObjectId",
-                    "ah": "AccountObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountSid",
-                    "ah": "AccountSid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountUpn",
-                    "ah": "AccountUpn",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ActionType",
-                    "ah": "ActionType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Application",
-                    "ah": "Application",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DestinationDeviceName",
-                    "ah": "DestinationDeviceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DestinationIPAddress",
-                    "ah": "DestinationIPAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DestinationPort",
-                    "ah": "DestinationPort",
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-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Application",
-                    "ah": "Application",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DestinationDeviceName",
-                    "ah": "DestinationDeviceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DestinationIPAddress",
-                    "ah": "DestinationIPAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DestinationPort",
-                    "ah": "DestinationPort",
-                    "laType": "string",
-                    "ahType": "int",
-                    "relation": "castNeeded"
-                  },
-                  {
-                    "sentinel": "DeviceName",
-                    "ah": "DeviceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceType",
-                    "ah": "DeviceType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "FailureReason",
-                    "ah": "FailureReason",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IPAddress",
-                    "ah": "IPAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ISP",
-                    "ah": "ISP",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastSeenForUser",
-                    "ah": "LastSeenForUser",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Location",
-                    "ah": "Location",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LogonType",
-                    "ah": "LogonType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSPlatform",
-                    "ah": "OSPlatform",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Port",
-                    "ah": "Port",
-                    "laType": "string",
-                    "ahType": "int",
-                    "relation": "castNeeded"
-                  },
-                  {
-                    "sentinel": "Protocol",
-                    "ah": "Protocol",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TargetAccountDisplayName",
-                    "ah": "TargetAccountDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TargetDeviceName",
-                    "ah": "TargetDeviceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UncommonForUser",
-                    "ah": "UncommonForUser",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/5/content/items/0/content/query",
-          "sourceSha256": "0e4caaa2fa2339e0e70034afd7cddf1bd4e0761cc6a7b97a83f451d19f2c61d9",
-          "targetSha256": "c38504885307007f07519caf94ce7aaa1441dacd4846f25ca0560e8f74294922"
-        },
-        {
-          "sourcePath": "/items/5/content/items/1/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "cf5dfc7f0546da39e3160c42cb08180cf9895010fc87e20605c6cab1fb41b8ba"
-          },
-          "conversion": {
-            "sourceId": "/items/5/content/items/1/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "IdentityLogonEvents\r\n| extend AdditionalFields = todynamic(tostring(AdditionalFields)) \r\n| where LogonType == \"Resource access\"\r\n| extend TargetComputerOperatingSystem_ = tostring(AdditionalFields.TargetComputerOperatingSystem)\r\n| extend DestinationComputerOperatingSystem_ = tostring(AdditionalFields.DestinationComputerOperatingSystem)\r\n| extend Count_ = toint(AdditionalFields.Count)\r\n| summarize sum(Count_) by TargetComputerOperatingSystem_, DestinationComputerOperatingSystem_\r\n| order by sum_Count_ desc",
-            "resolvedTables": [
-              "IdentityLogonEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [
-              {
-                "kind": "dynamic-cast",
-                "before": "AdditionalFields",
-                "after": "AdditionalFields = todynamic(tostring(AdditionalFields))",
-                "count": 1,
-                "source": "deterministic",
-                "reason": "`AdditionalFields` on `IdentityLogonEvents` is delivered as a JSON string in Advanced Hunting; member access / mv-expand without a cast fails silently (0 rows, no bind error)."
-              }
-            ],
-            "schemaMap": [
-              {
-                "sentinelTable": "IdentityLogonEvents",
-                "ahTable": "IdentityLogonEvents",
-                "identical": false,
-                "verdict": "Review",
-                "score": 0.966,
-                "columns": [
-                  {
-                    "sentinel": "AccountDisplayName",
-                    "ah": "AccountDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountDomain",
-                    "ah": "AccountDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountName",
-                    "ah": "AccountName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountObjectId",
-                    "ah": "AccountObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountSid",
-                    "ah": "AccountSid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountUpn",
-                    "ah": "AccountUpn",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ActionType",
-                    "ah": "ActionType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Application",
-                    "ah": "Application",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DestinationDeviceName",
-                    "ah": "DestinationDeviceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DestinationIPAddress",
-                    "ah": "DestinationIPAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DestinationPort",
-                    "ah": "DestinationPort",
-                    "laType": "string",
-                    "ahType": "int",
-                    "relation": "castNeeded"
-                  },
-                  {
-                    "sentinel": "DeviceName",
-                    "ah": "DeviceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceType",
-                    "ah": "DeviceType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "FailureReason",
-                    "ah": "FailureReason",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IPAddress",
-                    "ah": "IPAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ISP",
-                    "ah": "ISP",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastSeenForUser",
-                    "ah": "LastSeenForUser",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Location",
-                    "ah": "Location",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LogonType",
-                    "ah": "LogonType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSPlatform",
-                    "ah": "OSPlatform",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Port",
-                    "ah": "Port",
-                    "laType": "string",
-                    "ahType": "int",
-                    "relation": "castNeeded"
-                  },
-                  {
-                    "sentinel": "Protocol",
-                    "ah": "Protocol",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TargetAccountDisplayName",
-                    "ah": "TargetAccountDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TargetDeviceName",
-                    "ah": "TargetDeviceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UncommonForUser",
-                    "ah": "UncommonForUser",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/5/content/items/1/content/query",
-          "sourceSha256": "cf5dfc7f0546da39e3160c42cb08180cf9895010fc87e20605c6cab1fb41b8ba",
-          "targetSha256": "722edffddc2c2ecdba4c445ee7bc3dcca7a45681dbae2a4e12d132ec818815cd"
-        },
-        {
-          "sourcePath": "/items/5/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "face3925daef834748ae615b3b724b42fa01fd32f45cd635cd9bc34d21fdab66"
-          },
-          "conversion": {
-            "sourceId": "/items/5/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "IdentityLogonEvents\r\n| extend AdditionalFields = todynamic(tostring(AdditionalFields)) \r\n| where LogonType == \"Credentials validation\"\r\n| extend FROM_DEVICE = tostring(AdditionalFields.[\"FROM.DEVICE\"])\r\n| extend TO_DEVICE = tostring(AdditionalFields.[\"TO.DEVICE\"])\r\n| extend Count = toint(AdditionalFields.Count)\r\n| summarize sum(Count) by FROM_DEVICE, TO_DEVICE\r\n| order by sum_Count desc",
-            "resolvedTables": [
-              "IdentityLogonEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [
-              {
-                "kind": "dynamic-cast",
-                "before": "AdditionalFields",
-                "after": "AdditionalFields = todynamic(tostring(AdditionalFields))",
-                "count": 1,
-                "source": "deterministic",
-                "reason": "`AdditionalFields` on `IdentityLogonEvents` is delivered as a JSON string in Advanced Hunting; member access / mv-expand without a cast fails silently (0 rows, no bind error)."
-              }
-            ],
-            "schemaMap": [
-              {
-                "sentinelTable": "IdentityLogonEvents",
-                "ahTable": "IdentityLogonEvents",
-                "identical": false,
-                "verdict": "Review",
-                "score": 0.966,
-                "columns": [
-                  {
-                    "sentinel": "AccountDisplayName",
-                    "ah": "AccountDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountDomain",
-                    "ah": "AccountDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountName",
-                    "ah": "AccountName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountObjectId",
-                    "ah": "AccountObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountSid",
-                    "ah": "AccountSid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountUpn",
-                    "ah": "AccountUpn",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ActionType",
-                    "ah": "ActionType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Application",
-                    "ah": "Application",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DestinationDeviceName",
-                    "ah": "DestinationDeviceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DestinationIPAddress",
-                    "ah": "DestinationIPAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DestinationPort",
-                    "ah": "DestinationPort",
-                    "laType": "string",
-                    "ahType": "int",
-                    "relation": "castNeeded"
-                  },
-                  {
-                    "sentinel": "DeviceName",
-                    "ah": "DeviceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceType",
-                    "ah": "DeviceType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "FailureReason",
-                    "ah": "FailureReason",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IPAddress",
-                    "ah": "IPAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ISP",
-                    "ah": "ISP",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastSeenForUser",
-                    "ah": "LastSeenForUser",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Location",
-                    "ah": "Location",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LogonType",
-                    "ah": "LogonType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSPlatform",
-                    "ah": "OSPlatform",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Port",
-                    "ah": "Port",
-                    "laType": "string",
-                    "ahType": "int",
-                    "relation": "castNeeded"
-                  },
-                  {
-                    "sentinel": "Protocol",
-                    "ah": "Protocol",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TargetAccountDisplayName",
-                    "ah": "TargetAccountDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TargetDeviceName",
-                    "ah": "TargetDeviceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UncommonForUser",
-                    "ah": "UncommonForUser",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/5/content/items/2/content/query",
-          "sourceSha256": "face3925daef834748ae615b3b724b42fa01fd32f45cd635cd9bc34d21fdab66",
-          "targetSha256": "731034da096ef9aa77e61b7b88398d990171271e063bde690c25485b7c9bd630"
-        },
-        {
-          "sourcePath": "/items/5/content/items/3/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "4121acbd6129bcc13fcacd66f2b1dc1c2ffb5af9bc48a9993f35ca3184c2f992"
-          },
-          "conversion": {
-            "sourceId": "/items/5/content/items/3/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "let data = IdentityLogonEvents\r\n| extend AdditionalFields = todynamic(tostring(AdditionalFields)) \r\n| where LogonType == \"Credentials validation\"\r\n| extend TO_DEVICE = tostring(AdditionalFields.[\"TO.DEVICE\"])\r\n| extend Count = toint(AdditionalFields.Count);\r\ndata\r\n| summarize sum(Count) by  TO_DEVICE\r\n| order by sum_Count desc\r\n| join kind=inner\r\n(\r\ndata\r\n| make-series Trend = count() default = 0 on TimeGenerated from {TimeRange:start} to {TimeRange:end} step {TimeRange:grain} by TO_DEVICE\r\n)\r\non $left.TO_DEVICE == $right.TO_DEVICE",
-            "resolvedTables": [
-              "IdentityLogonEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [
-              {
-                "kind": "dynamic-cast",
-                "before": "AdditionalFields",
-                "after": "AdditionalFields = todynamic(tostring(AdditionalFields))",
-                "count": 1,
-                "source": "deterministic",
-                "reason": "`AdditionalFields` on `IdentityLogonEvents` is delivered as a JSON string in Advanced Hunting; member access / mv-expand without a cast fails silently (0 rows, no bind error)."
-              }
-            ],
-            "schemaMap": [
-              {
-                "sentinelTable": "IdentityLogonEvents",
-                "ahTable": "IdentityLogonEvents",
-                "identical": false,
-                "verdict": "Review",
-                "score": 0.966,
-                "columns": [
-                  {
-                    "sentinel": "AccountDisplayName",
-                    "ah": "AccountDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountDomain",
-                    "ah": "AccountDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountName",
-                    "ah": "AccountName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountObjectId",
-                    "ah": "AccountObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountSid",
-                    "ah": "AccountSid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountUpn",
-                    "ah": "AccountUpn",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ActionType",
-                    "ah": "ActionType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Application",
-                    "ah": "Application",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DestinationDeviceName",
-                    "ah": "DestinationDeviceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DestinationIPAddress",
-                    "ah": "DestinationIPAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DestinationPort",
-                    "ah": "DestinationPort",
-                    "laType": "string",
-                    "ahType": "int",
-                    "relation": "castNeeded"
-                  },
-                  {
-                    "sentinel": "DeviceName",
-                    "ah": "DeviceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceType",
-                    "ah": "DeviceType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "FailureReason",
-                    "ah": "FailureReason",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IPAddress",
-                    "ah": "IPAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ISP",
-                    "ah": "ISP",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastSeenForUser",
-                    "ah": "LastSeenForUser",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Location",
-                    "ah": "Location",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LogonType",
-                    "ah": "LogonType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSPlatform",
-                    "ah": "OSPlatform",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Port",
-                    "ah": "Port",
-                    "laType": "string",
-                    "ahType": "int",
-                    "relation": "castNeeded"
-                  },
-                  {
-                    "sentinel": "Protocol",
-                    "ah": "Protocol",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TargetAccountDisplayName",
-                    "ah": "TargetAccountDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TargetDeviceName",
-                    "ah": "TargetDeviceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UncommonForUser",
-                    "ah": "UncommonForUser",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/5/content/items/3/content/query",
-          "sourceSha256": "4121acbd6129bcc13fcacd66f2b1dc1c2ffb5af9bc48a9993f35ca3184c2f992",
-          "targetSha256": "88594929c3dcf1ae71e28826629dc327f865b84d18b0cb0e109282efe00ce1e1"
-        },
-        {
-          "sourcePath": "/items/5/content/items/4/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "5cfa1f00c5592101c3949fb5c9a4c844ca075b1967d5a978cf33e245e73f8570"
-          },
-          "conversion": {
-            "sourceId": "/items/5/content/items/4/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "let data = IdentityLogonEvents;\r\ndata\r\n| extend Count = toint(AdditionalFields.Count)\r\n| summarize LogonSuccess = sumif(Count,ActionType == \"LogonSuccess\"),LogonFailed= sumif(Count,ActionType == \"LogonFailed\") by AccountUpn\r\n| join kind = inner\r\n(\r\ndata\r\n| make-series Trend = count() default = 0 on TimeGenerated from {TimeRange:start} to {TimeRange:end} step {TimeRange:grain} by AccountUpn\r\n) on $left.AccountUpn == $right.AccountUpn",
-            "resolvedTables": [
-              "IdentityLogonEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "IdentityLogonEvents",
-                "ahTable": "IdentityLogonEvents",
-                "identical": false,
-                "verdict": "Review",
-                "score": 0.966,
-                "columns": [
-                  {
-                    "sentinel": "AccountDisplayName",
-                    "ah": "AccountDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountDomain",
-                    "ah": "AccountDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountName",
-                    "ah": "AccountName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountObjectId",
-                    "ah": "AccountObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountSid",
-                    "ah": "AccountSid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountUpn",
-                    "ah": "AccountUpn",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ActionType",
-                    "ah": "ActionType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Application",
-                    "ah": "Application",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DestinationDeviceName",
-                    "ah": "DestinationDeviceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DestinationIPAddress",
-                    "ah": "DestinationIPAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DestinationPort",
-                    "ah": "DestinationPort",
-                    "laType": "string",
-                    "ahType": "int",
-                    "relation": "castNeeded"
-                  },
-                  {
-                    "sentinel": "DeviceName",
-                    "ah": "DeviceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeviceType",
-                    "ah": "DeviceType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "FailureReason",
-                    "ah": "FailureReason",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IPAddress",
-                    "ah": "IPAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ISP",
-                    "ah": "ISP",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastSeenForUser",
-                    "ah": "LastSeenForUser",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Location",
-                    "ah": "Location",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LogonType",
-                    "ah": "LogonType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OSPlatform",
-                    "ah": "OSPlatform",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Port",
-                    "ah": "Port",
-                    "laType": "string",
-                    "ahType": "int",
-                    "relation": "castNeeded"
-                  },
-                  {
-                    "sentinel": "Protocol",
-                    "ah": "Protocol",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TargetAccountDisplayName",
-                    "ah": "TargetAccountDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TargetDeviceName",
-                    "ah": "TargetDeviceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UncommonForUser",
-                    "ah": "UncommonForUser",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/5/content/items/4/content/query",
-          "sourceSha256": "5cfa1f00c5592101c3949fb5c9a4c844ca075b1967d5a978cf33e245e73f8570",
-          "targetSha256": "5cfa1f00c5592101c3949fb5c9a4c844ca075b1967d5a978cf33e245e73f8570"
-        },
-        {
-          "sourcePath": "/items/6/content/items/0/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "3e17d55a70ce3cd304a47fd8785547f8446c7b115405e059c535d74209fb2b84"
-          },
-          "conversion": {
-            "sourceId": "/items/6/content/items/0/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "let data = IdentityQueryEvents\r\n| extend TO_DEVICE = tostring(AdditionalFields.[\"TO.DEVICE\"]);\r\ndata\r\n| summarize count() by QueryType, TO_DEVICE\r\n| join kind =inner \r\n(\r\ndata\r\n| make-series Trend = count() default = 0 on TimeGenerated from {TimeRange:start} to {TimeRange:end} step {TimeRange:grain} by QueryType, TO_DEVICE\r\n) on $left.QueryType == $right.QueryType and $left.TO_DEVICE== $right.TO_DEVICE",
-            "resolvedTables": [
-              "IdentityQueryEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "IdentityQueryEvents",
-                "ahTable": "IdentityQueryEvents",
-                "identical": false,
-                "verdict": "Review",
-                "score": 0.962,
-                "columns": [
-                  {
-                    "sentinel": "AccountDisplayName",
-                    "ah": "AccountDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountDomain",
-                    "ah": "AccountDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountName",
-                    "ah": "AccountName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountObjectId",
-                    "ah": "AccountObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountSid",
-                    "ah": "AccountSid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountUpn",
-                    "ah": "AccountUpn",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ActionType",
-                    "ah": "ActionType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Application",
-                    "ah": "Application",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DestinationDeviceName",
-                    "ah": "DestinationDeviceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DestinationIPAddress",
-                    "ah": "DestinationIPAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DestinationPort",
-                    "ah": "DestinationPort",
-                    "laType": "string",
-                    "ahType": "int",
-                    "relation": "castNeeded"
-                  },
-                  {
-                    "sentinel": "DeviceName",
-                    "ah": "DeviceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IPAddress",
-                    "ah": "IPAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Location",
-                    "ah": "Location",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Port",
-                    "ah": "Port",
-                    "laType": "string",
-                    "ahType": "int",
-                    "relation": "castNeeded"
-                  },
-                  {
-                    "sentinel": "Protocol",
-                    "ah": "Protocol",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Query",
-                    "ah": "Query",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "QueryTarget",
-                    "ah": "QueryTarget",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "QueryType",
-                    "ah": "QueryType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TargetAccountDisplayName",
-                    "ah": "TargetAccountDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TargetAccountUpn",
-                    "ah": "TargetAccountUpn",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TargetDeviceName",
-                    "ah": "TargetDeviceName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/6/content/items/0/content/query",
-          "sourceSha256": "3e17d55a70ce3cd304a47fd8785547f8446c7b115405e059c535d74209fb2b84",
-          "targetSha256": "3e17d55a70ce3cd304a47fd8785547f8446c7b115405e059c535d74209fb2b84"
-        },
-        {
-          "sourcePath": "/items/6/content/items/1/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "95283f26751ec86c6de1459cfe97ee649f8481a6d6418fc78507f088d94f2de9"
-          },
-          "conversion": {
-            "sourceId": "/items/6/content/items/1/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "let data = IdentityQueryEvents;\r\ndata\r\n| summarize count() by DeviceName\r\n| join kind =inner \r\n(\r\ndata\r\n| make-series Trend = count() default = 0 on TimeGenerated from {TimeRange:start} to {TimeRange:end} step {TimeRange:grain} by DeviceName\r\n) on $left.DeviceName == $right.DeviceName",
-            "resolvedTables": [
-              "IdentityQueryEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "IdentityQueryEvents",
-                "ahTable": "IdentityQueryEvents",
-                "identical": false,
-                "verdict": "Review",
-                "score": 0.962,
-                "columns": [
-                  {
-                    "sentinel": "AccountDisplayName",
-                    "ah": "AccountDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountDomain",
-                    "ah": "AccountDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountName",
-                    "ah": "AccountName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountObjectId",
-                    "ah": "AccountObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountSid",
-                    "ah": "AccountSid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AccountUpn",
-                    "ah": "AccountUpn",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ActionType",
-                    "ah": "ActionType",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
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-          "targetSha256": "afc2fa77334567ca35b171baeda269dde85f980999bdd6be7054bd7767516154"
-        },
-        {
-          "sourcePath": "/items/8/content/items/0/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "37f8548ab5ffd9ba6937928d97cdecd6c65534cbb1b0d114712f74133de4673a"
-          },
-          "conversion": {
-            "sourceId": "/items/8/content/items/0/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "let data = SecurityAlert\r\n| where ProductName == \"Azure Advanced Threat Protection\"\r\n| summarize arg_max(TimeGenerated,*) by SystemAlertId;\r\ndata\r\n| summarize count() by AlertName\r\n| join kind=inner \r\n(\r\ndata\r\n| make-series Trend = count() default = 0 on TimeGenerated from {TimeRange:start} to {TimeRange:end} step {TimeRange:grain} by AlertName\r\n) on AlertName",
-            "resolvedTables": [
-              "SecurityAlert"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "SecurityAlert",
-                "ahTable": "SecurityAlert",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 32,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/8/content/items/0/content/query",
-          "sourceSha256": "37f8548ab5ffd9ba6937928d97cdecd6c65534cbb1b0d114712f74133de4673a",
-          "targetSha256": "37f8548ab5ffd9ba6937928d97cdecd6c65534cbb1b0d114712f74133de4673a"
-        },
-        {
-          "sourcePath": "/items/8/content/items/1/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "5f33bbfe47586c729e16cc1bf5de5b4a28ecf8fb6b6c2337e357a6bfbbe7c778"
-          },
-          "conversion": {
-            "sourceId": "/items/8/content/items/1/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "let data = SecurityAlert\r\n| where ProductName == \"Azure Advanced Threat Protection\"\r\n| summarize arg_max(TimeGenerated,*) by SystemAlertId\r\n| mv-expand todynamic(Entities)\r\n| where Entities[\"Type\"] == \"host\"\r\n| where isnotempty(Entities[\"HostName\"])\r\n| extend HostName = tostring(Entities[\"HostName\"]);\r\ndata\r\n| summarize count() by HostName\r\n| join kind=inner \r\n(\r\ndata\r\n| make-series Trend = count() default = 0 on TimeGenerated from {TimeRange:start} to {TimeRange:end} step {TimeRange:grain} by HostName\r\n) on $left.HostName == $right.HostName",
-            "resolvedTables": [
-              "SecurityAlert"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "SecurityAlert",
-                "ahTable": "SecurityAlert",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 32,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/8/content/items/1/content/query",
-          "sourceSha256": "5f33bbfe47586c729e16cc1bf5de5b4a28ecf8fb6b6c2337e357a6bfbbe7c778",
-          "targetSha256": "5f33bbfe47586c729e16cc1bf5de5b4a28ecf8fb6b6c2337e357a6bfbbe7c778"
-        }
-      ]
-    },
+    "format": "public-workbook-v1",
+    "origin": "sentinel-migration",
     "requiredWorkloads": [
       {
         "workload": "mdi",
@@ -5446,504 +907,6 @@
         ]
       }
     ],
-    "dependencyReviewRequired": false,
-    "authoredReview": {
-      "schemaVersion": "1.0.0",
-      "baseline": {
-        "reference": "baseline-MicrosoftDefenderForIdentity.json",
-        "sha256": "5e6211494b27484f28ee23505129edafd704af3d7fe3ea3c4b55ba22b94b6829",
-        "canonicalDocumentSha256": "3560920f1a241b88fbd06111e608447002fecd085c866747f88b2f749eefa787"
-      },
-      "baselineMetadata": {
-        "contentId": "200c5dd2-9786-5619-8425-4508a238d76a",
-        "instanceId": "baa399d3-2174-5938-b0b8-b91aed73090a",
-        "version": "3.2.1",
-        "schemaVersion": "1.0.0",
-        "displayName": "MicrosoftDefenderForIdentity"
-      },
-      "reversePayloadChanges": [
-        {
-          "path": [
-            "items",
-            4,
-            "content",
-            "items",
-            2,
-            "content",
-            "query"
-          ],
-          "op": "replace",
-          "value": "IdentityLogonEvents\r\n| summarize count() by Protocol"
-        },
-        {
-          "path": [
-            "items",
-            4,
-            "content",
-            "items",
-            4,
-            "content",
-            "timeContextFromParameter"
-          ],
-          "op": "remove"
-        },
-        {
-          "path": [
-            "items",
-            4,
-            "content",
-            "items",
-            4,
-            "content",
-            "query"
-          ],
-          "op": "replace",
-          "value": "IdentityQueryEvents\r\n| summarize count() by DestinationPort"
-        },
-        {
-          "path": [
-            "items",
-            4,
-            "content",
-            "items",
-            6,
-            "content",
-            "query"
-          ],
-          "op": "replace",
-          "value": "IdentityDirectoryEvents\r\n| summarize count() by Protocol"
-        },
-        {
-          "path": [
-            "items",
-            4,
-            "content",
-            "items",
-            7,
-            "content",
-            "query"
-          ],
-          "op": "replace",
-          "value": "IdentityDirectoryEvents\r\n| summarize count() by AccountDomain"
-        },
-        {
-          "path": [
-            "items",
-            4,
-            "content",
-            "items",
-            7,
-            "content",
-            "title"
-          ],
-          "op": "replace",
-          "value": "Directory Events Protocol"
-        },
-        {
-          "path": [
-            "items",
-            4,
-            "content",
-            "items",
-            8,
-            "content",
-            "subtitle"
-          ],
-          "op": "remove"
-        },
-        {
-          "path": [
-            "items",
-            4,
-            "content",
-            "items",
-            8,
-            "content",
-            "timeContextFromParameter"
-          ],
-          "op": "remove"
-        },
-        {
-          "path": [
-            "items",
-            4,
-            "content",
-            "items",
-            8,
-            "content",
-            "query"
-          ],
-          "op": "replace",
-          "value": "IdentityDirectoryEvents\r\n| where isnotempty(AccountUpn)\r\n| summarize count() by AccountUpn\r\n| order by count_ desc \r\n| take 10"
-        },
-        {
-          "path": [
-            "items",
-            5,
-            "content",
-            "items",
-            1,
-            "content",
-            "timeContextFromParameter"
-          ],
-          "op": "remove"
-        },
-        {
-          "path": [
-            "items",
-            5,
-            "content",
-            "items",
-            2,
-            "content",
-            "timeContextFromParameter"
-          ],
-          "op": "remove"
-        },
-        {
-          "path": [
-            "items",
-            5,
-            "content",
-            "items",
-            4,
-            "content",
-            "query"
-          ],
-          "op": "replace",
-          "value": "let data = IdentityLogonEvents;\r\ndata\r\n| extend Count = toint(AdditionalFields.Count)\r\n| summarize LogonSuccess = sumif(Count,ActionType == \"LogonSuccess\"),LogonFailed= sumif(Count,ActionType == \"LogonFailed\") by AccountUpn\r\n| join kind = inner\r\n(\r\ndata\r\n| make-series Trend = count() default = 0 on TimeGenerated from {TimeRange:start} to {TimeRange:end} step {TimeRange:grain} by AccountUpn\r\n) on $left.AccountUpn == $right.AccountUpn"
-        },
-        {
-          "path": [
-            "items",
-            6,
-            "content",
-            "items",
-            1,
-            "content",
-            "timeContextFromParameter"
-          ],
-          "op": "remove"
-        },
-        {
-          "path": [
-            "items",
-            7,
-            "content",
-            "items",
-            1,
-            "content",
-            "query"
-          ],
-          "op": "replace",
-          "value": "IdentityDirectoryEvents\r\n| summarize count() by ActionType \r\n| order by count_ desc"
-        },
-        {
-          "path": [
-            "items",
-            7,
-            "content",
-            "items",
-            2,
-            "content",
-            "subtitle"
-          ],
-          "op": "remove"
-        },
-        {
-          "path": [
-            "items",
-            7,
-            "content",
-            "items",
-            2,
-            "content",
-            "query"
-          ],
-          "op": "replace",
-          "value": "IdentityDirectoryEvents\r\n| make-series Trend = count() default = 0 on TimeGenerated from {TimeRange:start} to {TimeRange:end} step {TimeRange:grain} by AccountUpn"
-        },
-        {
-          "path": [
-            "items",
-            8,
-            "content",
-            "items",
-            0,
-            "content",
-            "title"
-          ],
-          "op": "remove"
-        },
-        {
-          "path": [
-            "items",
-            8,
-            "content",
-            "items",
-            0,
-            "content",
-            "noDataMessage"
-          ],
-          "op": "replace",
-          "value": "Alerts"
-        }
-      ],
-      "canonicalPayloadSha256": "7b84b6a0e41e5a5c8fe788b2b524826dd7946894b1a3b0a981c9d543ad369900",
-      "canonicalDocumentSha256": "16967d52ca2f9972893e1ec278cfac7357117c5ce690ca98494894d1bb65f083",
-      "queries": [
-        {
-          "path": "/items/4/content/items/0/content/query",
-          "querySha256": "55a24358602dc66ce19b7782a2471bb4683aaf0ba29be08d45b6bb880ff431c5",
-          "tables": [
-            "IdentityLogonEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/4/content/items/1/content/query",
-          "querySha256": "067b2c84ac76d39cb98d782766a2333ad321ddacc62067c5df38887181e45e4d",
-          "tables": [
-            "IdentityLogonEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/4/content/items/2/content/query",
-          "querySha256": "3c2ba4a87da2a280586629ba44d36ffba3e2e105f84f5238824ddaa0035cd793",
-          "tables": [
-            "IdentityLogonEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/4/content/items/3/content/query",
-          "querySha256": "1befee06de450f1c956c230d76282dfcd8bcc7ad5aeee4572ee7be4e00e6b446",
-          "tables": [
-            "IdentityQueryEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/4/content/items/4/content/query",
-          "querySha256": "b1b0e30ebf708ff12ccd86d9c8cb9930b42497f25d84e914549e0c8905286185",
-          "tables": [
-            "IdentityQueryEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/4/content/items/5/content/query",
-          "querySha256": "0bf43ca58f71de576ba70f30204105613730ef6cd702cc81907a2c1e6b5cd59a",
-          "tables": [
-            "IdentityQueryEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/4/content/items/6/content/query",
-          "querySha256": "749a5776b530e7214b79d4734c126ec71b5053e99989f71f51bcb71caa5c3f3d",
-          "tables": [
-            "IdentityDirectoryEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/4/content/items/7/content/query",
-          "querySha256": "a154759b5b282931966afcb5385cb5d0866f5aca82479b3c29e2ec1260d7e279",
-          "tables": [
-            "IdentityDirectoryEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/4/content/items/8/content/query",
-          "querySha256": "3724f6c29cfcbf1ee831a855a5a4d091d50e7f06481c83934b0cabb2bf03bb8f",
-          "tables": [
-            "IdentityDirectoryEvents"
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-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/5/content/items/0/content/query",
-          "querySha256": "c38504885307007f07519caf94ce7aaa1441dacd4846f25ca0560e8f74294922",
-          "tables": [
-            "IdentityLogonEvents"
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-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/5/content/items/1/content/query",
-          "querySha256": "722edffddc2c2ecdba4c445ee7bc3dcca7a45681dbae2a4e12d132ec818815cd",
-          "tables": [
-            "IdentityLogonEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/5/content/items/2/content/query",
-          "querySha256": "731034da096ef9aa77e61b7b88398d990171271e063bde690c25485b7c9bd630",
-          "tables": [
-            "IdentityLogonEvents"
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-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/5/content/items/3/content/query",
-          "querySha256": "88594929c3dcf1ae71e28826629dc327f865b84d18b0cb0e109282efe00ce1e1",
-          "tables": [
-            "IdentityLogonEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/5/content/items/4/content/query",
-          "querySha256": "934c0438a70b0f4d75959eff59a726a7278518618682399722bf454d57dc4249",
-          "tables": [
-            "IdentityLogonEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/6/content/items/0/content/query",
-          "querySha256": "3e17d55a70ce3cd304a47fd8785547f8446c7b115405e059c535d74209fb2b84",
-          "tables": [
-            "IdentityQueryEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/6/content/items/1/content/query",
-          "querySha256": "95283f26751ec86c6de1459cfe97ee649f8481a6d6418fc78507f088d94f2de9",
-          "tables": [
-            "IdentityQueryEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/7/content/items/0/content/query",
-          "querySha256": "4f8e6bd76cd92a3db0fd896f091c319f1f0b942ce7dbbbaa6472f1f04c13a5f2",
-          "tables": [
-            "IdentityDirectoryEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/7/content/items/1/content/query",
-          "querySha256": "85a6ea57622462f21665243798062d01e28d5a056fe44bf82d7a00d2565081e7",
-          "tables": [
-            "IdentityDirectoryEvents"
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-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/7/content/items/2/content/query",
-          "querySha256": "491bc018528bc279f3032a62a2a55ee3a41f36844c52a85c7cf2c541a024a2ec",
-          "tables": [
-            "IdentityDirectoryEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/8/content/items/0/content/query",
-          "querySha256": "37f8548ab5ffd9ba6937928d97cdecd6c65534cbb1b0d114712f74133de4673a",
-          "tables": [
-            "SecurityAlert"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/8/content/items/1/content/query",
-          "querySha256": "5f33bbfe47586c729e16cc1bf5de5b4a28ecf8fb6b6c2337e357a6bfbbe7c778",
-          "tables": [
-            "SecurityAlert"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        }
-      ],
-      "changedQueries": [
-        {
-          "path": "/items/4/content/items/2/content/query",
-          "baselineQuerySha256": "7c73b3f858780b841d5fba68530dbbb26f27d300f7361a9a061778d92fb9c233",
-          "querySha256": "3c2ba4a87da2a280586629ba44d36ffba3e2e105f84f5238824ddaa0035cd793",
-          "decision": "accept",
-          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
-        },
-        {
-          "path": "/items/4/content/items/4/content/query",
-          "baselineQuerySha256": "9b7fb90da715b52749eacc4717c0c990df3c4e0e0f2ad5b4fac65ad03d11c060",
-          "querySha256": "b1b0e30ebf708ff12ccd86d9c8cb9930b42497f25d84e914549e0c8905286185",
-          "decision": "accept",
-          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
-        },
-        {
-          "path": "/items/4/content/items/6/content/query",
-          "baselineQuerySha256": "da0561e7b7b85a5ffc136ef633eaf6f028048926a86d01dfcdccc6891e1000df",
-          "querySha256": "749a5776b530e7214b79d4734c126ec71b5053e99989f71f51bcb71caa5c3f3d",
-          "decision": "accept",
-          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
-        },
-        {
-          "path": "/items/4/content/items/7/content/query",
-          "baselineQuerySha256": "48f1ecdc776d5c0bdfcd89c5a335be3400a2c18039c376121e09e25d4910f77e",
-          "querySha256": "a154759b5b282931966afcb5385cb5d0866f5aca82479b3c29e2ec1260d7e279",
-          "decision": "accept",
-          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
-        },
-        {
-          "path": "/items/4/content/items/8/content/query",
-          "baselineQuerySha256": "039424d4269139394a41c8dcbe93cb5fa865c0e3e89d43d42fb643efd99e9204",
-          "querySha256": "3724f6c29cfcbf1ee831a855a5a4d091d50e7f06481c83934b0cabb2bf03bb8f",
-          "decision": "accept",
-          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
-        },
-        {
-          "path": "/items/5/content/items/4/content/query",
-          "baselineQuerySha256": "5cfa1f00c5592101c3949fb5c9a4c844ca075b1967d5a978cf33e245e73f8570",
-          "querySha256": "934c0438a70b0f4d75959eff59a726a7278518618682399722bf454d57dc4249",
-          "decision": "accept",
-          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
-        },
-        {
-          "path": "/items/7/content/items/1/content/query",
-          "baselineQuerySha256": "3f319e748402bcf0ba8649c89a5383c670424c4cc5a63a5ed81106203cebc26c",
-          "querySha256": "85a6ea57622462f21665243798062d01e28d5a056fe44bf82d7a00d2565081e7",
-          "decision": "accept",
-          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
-        },
-        {
-          "path": "/items/7/content/items/2/content/query",
-          "baselineQuerySha256": "afc2fa77334567ca35b171baeda269dde85f980999bdd6be7054bd7767516154",
-          "querySha256": "491bc018528bc279f3032a62a2a55ee3a41f36844c52a85c7cf2c541a024a2ec",
-          "decision": "accept",
-          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
-        }
-      ],
-      "actor": "kingwil",
-      "reference": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved",
-      "decision": "accept",
-      "reviewSha256": "cab139de2fdbbb76ac73ca62094b3fd9369c102796fef991c24eb1d1d8df62be"
-    }
+    "requiredWorkspaceFunctions": []
   }
 }
diff --git a/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForOffice365detectionsandinsights.json b/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForOffice365detectionsandinsights.json
index d1dcccbd3ba..a3d1d5319e9 100644
--- a/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForOffice365detectionsandinsights.json	
+++ b/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForOffice365detectionsandinsights.json	
@@ -14264,63263 +14264,8 @@
     "displayName": "MicrosoftDefenderForOffice365detectionsandinsights"
   },
   "contentProvenance": {
-    "source": {
-      "path": "Workbooks/MicrosoftDefenderForOffice365detectionsandinsights.json",
-      "sha256": "19bad5117876f5ea343e61de59a5c3bded01b6f1269d8d4e0fd17312d77140c3",
-      "contentId": "sentinel-MicrosoftDefenderForOffice365detectionsandinsights",
-      "originalMetadataVersion": null
-    },
-    "conversion": {
-      "tool": "sentinel-xdr-migration",
-      "version": "0.1.0",
-      "reviewRequired": false,
-      "queries": [
-        {
-          "sourcePath": "/items/1/content/parameters/0/query",
-          "status": "removed-scope-helper",
-          "outputPath": null,
-          "sourceSha256": "5946994a15739302ed2d73d8352ad7807cf022400d0fb4ada7deacc6a80a4362",
-          "targetSha256": null
-        },
-        {
-          "sourcePath": "/items/1/content/parameters/1/query",
-          "status": "removed-scope-helper",
-          "outputPath": null,
-          "sourceSha256": "e9fbb9e0bbf1476452fd4bc3e09a7a3dce06ac3b0a38295589d65cc2d059d7df",
-          "targetSha256": null
-        },
-        {
-          "sourcePath": "/items/1/content/parameters/2/query",
-          "status": "removed-scope-helper",
-          "outputPath": null,
-          "sourceSha256": "9ca49dd832750c2f8405091b4a93879c6da739076995018fd31782ebf5340075",
-          "targetSha256": null
-        },
-        {
-          "sourcePath": "/items/1/content/parameters/3/query",
-          "status": "removed-scope-helper",
-          "outputPath": null,
-          "sourceSha256": "5c2a7488f97b3194e989f65b1ac348498bcd9c7451ae1e2302b349a68647aa03",
-          "targetSha256": null
-        },
-        {
-          "sourcePath": "/items/3/content/items/0/content/items/1/content/items/0/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "5747115a77dbcf964a42a96f3c7e0dcb3c951fcba765c6c39eb83b68b46fd144"
-          },
-          "conversion": {
-            "sourceId": "/items/3/content/items/0/content/items/1/content/items/0/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query shows the number behind the effectiveness of phish and malware false positives including post delivery events but without edge data detections.\r\nlet minTime = toscalar(EmailEvents | summarize min(Timestamp));\r\nlet maxTime = toscalar(EmailEvents | summarize max(Timestamp));\r\n\r\n// Get all mailflow detected as clean at time of delivery \r\nlet EmailEventsClean = materialize( \r\n    EmailEvents \r\n    | where Timestamp between (toscalar(minTime) .. toscalar(maxTime)) and EmailDirection == \"Inbound\" \r\n    | where ThreatTypes !contains \"Phish\" and ThreatTypes !contains \"Malware\" // UN-comment this when using sentinel or another streaming SIEM (line 10).\r\n    // this alteration is due to the threat types being updated directly within advanced hunting.\r\n    //| where DeliveryLocation != \"Quarantine\" // comment out this line if you uncomment line 10, as it's only required for advanced hunting.\r\n    | project NetworkMessageId,ThreatTypes \r\n); \r\n// Get all mailflow detected as phish or malware at time of delivery \r\nlet EmailEventsThreats = materialize( \r\n    EmailEvents \r\n    | where Timestamp between (toscalar(minTime) .. toscalar(maxTime)) and EmailDirection == \"Inbound\" \r\n    | where ThreatTypes contains \"Phish\" or ThreatTypes contains \"Malware\" \r\n    | extend MDO_detection = parse_json(DetectionMethods) \r\n    | extend FirstDetection = iif(isempty(MDO_detection), \"Clean\", tostring(bag_keys(MDO_detection)[0])) \r\n    | extend FirstSubcategory = iif(FirstDetection != \"Clean\" and array_length(MDO_detection[FirstDetection]) > 0, strcat(FirstDetection, \": \", tostring(MDO_detection[FirstDetection][0])), \"No Detection (clean)\") \r\n    | project NetworkMessageId,FirstDetection,FirstSubcategory,MDO_detection,ThreatTypes \r\n); \r\n// Get all post delivery ZAP / Redelivery events, and arg_max them to ensure we have the latest verdict to work with for each \r\nlet EmailPostDeliveryFiltered = materialize( \r\n    EmailPostDeliveryEvents \r\n    | where Timestamp between (toscalar(minTime) .. datetime_add('day', 7, toscalar(maxTime))) \r\n    | where ActionType in (\"Malware ZAP\",\"Phish ZAP\") or Action has_any (\"Redelivery\",\"Reprocessed\") \r\n    | extend Key = strcat(NetworkMessageId , \"-\", RecipientEmailAddress) \r\n    | summarize arg_max(Timestamp, *) by Key \r\n    | project Action,ActionType,ActionResult,ThreatTypes,NetworkMessageId \r\n); \r\n// Optional - get all admin submissions for malware or phish, so we can also count these in the miss bucket. \r\nlet CloudAppEventsFiltered = materialize( \r\n    CloudAppEvents \r\n    | where Timestamp between (toscalar(minTime) .. datetime_add('day', 7, toscalar(maxTime)))\r\n    | where ActionType == \"AdminSubmissionSubmitted\" \r\n    | extend SubmissionType = tostring(parse_json(RawEventData).SubmissionType) \r\n    | extend NetworkMessageId = tostring(parse_json(RawEventData).ObjectId) \r\n    | where SubmissionType in (\"1\", \"2\") \r\n    | project SubmissionType,NetworkMessageId \r\n); \r\n// get the number of threats caught in mailflow \r\nlet Mal_Phish_Mailflow = toscalar( \r\n    EmailEventsThreats \r\n    | summarize count() \r\n); \r\n// get the number of threats caught in mailflow which turned out to be false positives (FPs) so we can correct the calculation \r\nlet FP_ZAP = toscalar( \r\n    EmailPostDeliveryFiltered \r\n    | where ThreatTypes !contains \"Phish\" and ThreatTypes !contains \"Malware\" and Action has_any (\"Redelivery\",\"Reprocessed\") \r\n    | join kind=leftsemi (EmailEventsThreats) on NetworkMessageId \r\n    | summarize count() \r\n); \r\n// get the number of threats successfully cleaned up post delivery, ignoring where administrative policy stopped action \r\nlet FN_ZAP_Successful = toscalar( \r\n    EmailPostDeliveryFiltered \r\n    | where ActionType in (\"Malware ZAP\",\"Phish ZAP\") and ActionResult in (\"Success\",\"AdminPolicy\") \r\n    | join kind=leftsemi (EmailEventsClean) on NetworkMessageId \r\n    | summarize count() \r\n); \r\n// get the number of threats unsuccessfully cleaned up post delivery. \r\nlet FN_ZAP_Unsuccessful = toscalar( \r\n    EmailPostDeliveryFiltered \r\n    | where ActionType in (\"Malware ZAP\",\"Phish ZAP\") and ActionResult !in (\"Success\",\"AdminPolicy\") \r\n    | join kind=leftsemi (EmailEventsClean) on NetworkMessageId \r\n    | summarize count() \r\n); \r\n// join the administrative submissions to clean mailflow to find the additional miss \r\nlet FN_Admin_Submissions = toscalar( \r\n    CloudAppEventsFiltered \r\n    | join kind=rightsemi (EmailEventsClean) on NetworkMessageId \r\n    | summarize count() \r\n    ); \r\n    // print each result, and run the calculation to work out effectiveness at time of delivery and post delivery. \r\n\r\nprint StatisticName=\"Effectiveness Post Delivery\", Value=abs(round(((toreal(toscalar(FN_Admin_Submissions))+toreal(toscalar(FN_ZAP_Unsuccessful)))/(toreal(toscalar(Mal_Phish_Mailflow))+toreal(toscalar(FN_ZAP_Successful))+toreal(toscalar(FN_ZAP_Unsuccessful))+toreal(toscalar(FN_Admin_Submissions))-toreal(toscalar(FP_ZAP)))*100-100),2))",
-            "resolvedTables": [
-              "CloudAppEvents",
-              "EmailEvents",
-              "EmailPostDeliveryEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              },
-              {
-                "sentinelTable": "EmailPostDeliveryEvents",
-                "ahTable": "EmailPostDeliveryEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 15,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/3/content/items/0/content/items/1/content/items/0/content/query",
-          "sourceSha256": "5747115a77dbcf964a42a96f3c7e0dcb3c951fcba765c6c39eb83b68b46fd144",
-          "targetSha256": "5747115a77dbcf964a42a96f3c7e0dcb3c951fcba765c6c39eb83b68b46fd144"
-        },
-        {
-          "sourcePath": "/items/3/content/items/0/content/items/1/content/items/1/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "b9a2ddf63c5404a5073a9d0a9707bd5adfe06254d526136d9c94310279a51965"
-          },
-          "conversion": {
-            "sourceId": "/items/3/content/items/0/content/items/1/content/items/1/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the percentage of emails released from quarantine out of the total ammount of quarantined emails\r\nlet Quarantine_Releases = toscalar(EmailPostDeliveryEvents\r\n| where Action == \"Quarantine release\"\r\n| join kind=leftouter (EmailEvents | where DeliveryLocation == \"Quarantine\") on NetworkMessageId\r\n| summarize count());\r\nlet Quarantined_Mailflow = toscalar(EmailEvents | where DeliveryLocation == \"Quarantine\"\r\n| summarize count());\r\nprint\r\nQuarantine_Releases = toreal(Quarantine_Releases),\r\nQuarantined_Mailflow = toreal(Quarantined_Mailflow),\r\nRelease_Percentage = abs(round(((toreal(Quarantine_Releases)/toreal(Quarantined_Mailflow))*100),2))",
-            "resolvedTables": [
-              "EmailEvents",
-              "EmailPostDeliveryEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              },
-              {
-                "sentinelTable": "EmailPostDeliveryEvents",
-                "ahTable": "EmailPostDeliveryEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 15,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/3/content/items/0/content/items/1/content/items/1/content/query",
-          "sourceSha256": "b9a2ddf63c5404a5073a9d0a9707bd5adfe06254d526136d9c94310279a51965",
-          "targetSha256": "b9a2ddf63c5404a5073a9d0a9707bd5adfe06254d526136d9c94310279a51965"
-        },
-        {
-          "sourcePath": "/items/3/content/items/0/content/items/2/content/items/1/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "21e6d6c3e7e489c5001e4b39a81275956d155e2d380328eb2f4ae61e973db708"
-          },
-          "conversion": {
-            "sourceId": "/items/3/content/items/0/content/items/2/content/items/1/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query shows the number behind the effectiveness of phish and malware false positives including post delivery events but without edge data detections.\r\nlet minTime = toscalar(EmailEvents | summarize min(Timestamp));\r\nlet maxTime = toscalar(EmailEvents | summarize max(Timestamp));\r\n\r\n// Get all mailflow detected as clean at time of delivery \r\nlet EmailEventsClean = materialize( \r\n    EmailEvents \r\n    | where Timestamp between (toscalar(minTime) .. toscalar(maxTime)) and EmailDirection == \"Inbound\" \r\n    | where ThreatTypes !contains \"Phish\" and ThreatTypes !contains \"Malware\" // UN-comment this when using sentinel or another streaming SIEM (line 10).\r\n    // this alteration is due to the threat types being updated directly within advanced hunting.\r\n    //| where DeliveryLocation != \"Quarantine\" // comment out this line if you uncomment line 10, as it's only required for advanced hunting.\r\n    | project NetworkMessageId,ThreatTypes \r\n); \r\n// Get all mailflow detected as phish or malware at time of delivery \r\nlet EmailEventsThreats = materialize( \r\n    EmailEvents \r\n    | where Timestamp between (toscalar(minTime) .. toscalar(maxTime)) and EmailDirection == \"Inbound\" \r\n    | where ThreatTypes contains \"Phish\" or ThreatTypes contains \"Malware\" \r\n    | extend MDO_detection = parse_json(DetectionMethods) \r\n    | extend FirstDetection = iif(isempty(MDO_detection), \"Clean\", tostring(bag_keys(MDO_detection)[0])) \r\n    | extend FirstSubcategory = iif(FirstDetection != \"Clean\" and array_length(MDO_detection[FirstDetection]) > 0, strcat(FirstDetection, \": \", tostring(MDO_detection[FirstDetection][0])), \"No Detection (clean)\") \r\n    | project NetworkMessageId,FirstDetection,FirstSubcategory,MDO_detection,ThreatTypes \r\n); \r\n// Get all post delivery ZAP / Redelivery events, and arg_max them to ensure we have the latest verdict to work with for each \r\nlet EmailPostDeliveryFiltered = materialize( \r\n    EmailPostDeliveryEvents \r\n    | where Timestamp between (toscalar(minTime) .. datetime_add('day', 7, toscalar(maxTime))) \r\n    | where ActionType in (\"Malware ZAP\",\"Phish ZAP\") or Action has_any (\"Redelivery\",\"Reprocessed\") \r\n    | extend Key = strcat(NetworkMessageId , \"-\", RecipientEmailAddress) \r\n    | summarize arg_max(Timestamp, *) by Key \r\n    | project Action,ActionType,ActionResult,ThreatTypes,NetworkMessageId \r\n); \r\n// Optional - get all admin submissions for malware or phish, so we can also count these in the miss bucket. \r\nlet CloudAppEventsFiltered = materialize( \r\n    CloudAppEvents \r\n    | where Timestamp between (toscalar(minTime) .. datetime_add('day', 7, toscalar(maxTime)))\r\n    | where ActionType == \"AdminSubmissionSubmitted\" \r\n    | extend SubmissionType = tostring(parse_json(RawEventData).SubmissionType) \r\n    | extend NetworkMessageId = tostring(parse_json(RawEventData).ObjectId) \r\n    | where SubmissionType in (\"1\", \"2\") \r\n    | project SubmissionType,NetworkMessageId \r\n); \r\n// get the number of threats caught in mailflow \r\nlet Mal_Phish_Mailflow = toscalar( \r\n    EmailEventsThreats \r\n    | summarize count() \r\n); \r\n// get the number of threats caught in mailflow which turned out to be false positives (FPs) so we can correct the calculation \r\nlet FP_ZAP = toscalar( \r\n    EmailPostDeliveryFiltered \r\n    | where ThreatTypes !contains \"Phish\" and ThreatTypes !contains \"Malware\" and Action has_any (\"Redelivery\",\"Reprocessed\") \r\n    | join kind=leftsemi (EmailEventsThreats) on NetworkMessageId \r\n    | summarize count() \r\n); \r\n// get the number of threats successfully cleaned up post delivery, ignoring where administrative policy stopped action \r\nlet FN_ZAP_Successful = toscalar( \r\n    EmailPostDeliveryFiltered \r\n    | where ActionType in (\"Malware ZAP\",\"Phish ZAP\") and ActionResult in (\"Success\",\"AdminPolicy\") \r\n    | join kind=leftsemi (EmailEventsClean) on NetworkMessageId \r\n    | summarize count() \r\n); \r\n// get the number of threats unsuccessfully cleaned up post delivery. \r\nlet FN_ZAP_Unsuccessful = toscalar( \r\n    EmailPostDeliveryFiltered \r\n    | where ActionType in (\"Malware ZAP\",\"Phish ZAP\") and ActionResult !in (\"Success\",\"AdminPolicy\") \r\n    | join kind=leftsemi (EmailEventsClean) on NetworkMessageId \r\n    | summarize count() \r\n); \r\n// join the administrative submissions to clean mailflow to find the additional miss \r\nlet FN_Admin_Submissions = toscalar( \r\n    CloudAppEventsFiltered \r\n    | join kind=rightsemi (EmailEventsClean) on NetworkMessageId \r\n    | summarize count() \r\n    ); \r\n    // print each result, and run the calculation to work out effectiveness at time of delivery and post delivery. \r\nunion withsource=Table \r\n    (print StatisticName=\"Mal/Phish Mailflow totals - Minus FPs\", Value=toreal(Mal_Phish_Mailflow) - toreal(FP_ZAP)), \r\n    (print StatisticName=\"Admin Mal/Phish FNs Submitted\", Value=toreal(FN_Admin_Submissions)), \r\n    (print StatisticName=\"Mal/Phish FPs Reverse Zapped\", Value=toreal(FP_ZAP)), \r\n    (print StatisticName=\"Mal / Phish Successfully Zapped\", Value=toreal(FN_ZAP_Successful)), \r\n    (print StatisticName=\"Mal / Phish UN-Successfully Zapped\", Value=toreal(FN_ZAP_Unsuccessful)), \r\n    (print StatisticName=\"Effectiveness Post Delivery (%)\", Value=abs(round(((toreal(FN_Admin_Submissions)+toreal(FN_ZAP_Unsuccessful))/(toreal(Mal_Phish_Mailflow)+toreal(FN_ZAP_Successful)+toreal(FN_ZAP_Unsuccessful)+toreal(FN_Admin_Submissions)-toreal(FP_ZAP))*100-100),2))), \r\n    (print StatisticName=\"Effectiveness Pre-Delivery (%)\", Value=abs(round(((toreal(FN_Admin_Submissions)+toreal(FN_ZAP_Unsuccessful)+toreal(FN_ZAP_Successful))/(toreal(Mal_Phish_Mailflow)+toreal(FN_ZAP_Successful)+toreal(FN_ZAP_Unsuccessful)+toreal(FN_Admin_Submissions)-toreal(FP_ZAP))*100-100),2))) \r\n| project StatisticName, Value",
-            "resolvedTables": [
-              "CloudAppEvents",
-              "EmailEvents",
-              "EmailPostDeliveryEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              },
-              {
-                "sentinelTable": "EmailPostDeliveryEvents",
-                "ahTable": "EmailPostDeliveryEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 15,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/3/content/items/0/content/items/2/content/items/1/content/query",
-          "sourceSha256": "21e6d6c3e7e489c5001e4b39a81275956d155e2d380328eb2f4ae61e973db708",
-          "targetSha256": "21e6d6c3e7e489c5001e4b39a81275956d155e2d380328eb2f4ae61e973db708"
-        },
-        {
-          "sourcePath": "/items/3/content/items/0/content/items/3/content/items/1/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "85ed7ec77cc8bf2b0ea05d753a5eb3285800b15fae28dac80145460883f101c7"
-          },
-          "conversion": {
-            "sourceId": "/items/3/content/items/0/content/items/3/content/items/1/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//Per detection technology: the share of its quarantined emails later released from quarantine (a high rate can indicate false positives). Top 7 by release rate; detectors with <10 quarantined excluded so the rate is meaningful.\r\nEmailEvents\r\n| where DeliveryLocation == \"Quarantine\"\r\n| extend MDO_detection = parse_json(DetectionMethods)\r\n| extend FirstDetection = iif(isempty(MDO_detection), \"Clean\", tostring(bag_keys(MDO_detection)[0]))\r\n| extend FirstSubcategory = iif(FirstDetection != \"Clean\" and array_length(MDO_detection[FirstDetection]) > 0, strcat(FirstDetection, \": \", tostring(MDO_detection[FirstDetection][0])), \"No Detection (clean)\")\r\n| where FirstSubcategory contains \"Malware\" or FirstSubcategory contains \"Phish\"\r\n| join kind=leftouter (\r\n    EmailPostDeliveryEvents\r\n    | where Action == \"Quarantine release\"\r\n    | distinct NetworkMessageId\r\n    | extend ReleasedFlag = \"yes\"\r\n  ) on NetworkMessageId\r\n| summarize Quarantined = dcount(NetworkMessageId), Released = dcountif(NetworkMessageId, ReleasedFlag == \"yes\") by FirstSubcategory\r\n| where Quarantined >= 10 and Released > 0\r\n| extend ReleaseRate = round(Released * 100.0 / Quarantined, 2)\r\n| project ['Detection Technology']=FirstSubcategory, ['Quarantined Emails']=Quarantined, ['Released']=Released, ['Release %']=ReleaseRate\r\n| order by ['Release %'] desc\r\n| take 7",
-            "resolvedTables": [
-              "EmailEvents",
-              "EmailPostDeliveryEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              },
-              {
-                "sentinelTable": "EmailPostDeliveryEvents",
-                "ahTable": "EmailPostDeliveryEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 15,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/3/content/items/0/content/items/3/content/items/1/content/query",
-          "sourceSha256": "85ed7ec77cc8bf2b0ea05d753a5eb3285800b15fae28dac80145460883f101c7",
-          "targetSha256": "85ed7ec77cc8bf2b0ea05d753a5eb3285800b15fae28dac80145460883f101c7"
-        },
-        {
-          "sourcePath": "/items/3/content/items/1/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "54c5da330fa9d7f225441bf1d9d0a714ca10e676ddc26acfa7c972e1037bbf69"
-          },
-          "conversion": {
-            "sourceId": "/items/3/content/items/1/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "let base = materialize(EmailEvents\r\n| where EmailDirection == \"Inbound\"\r\n| summarize arg_max(Timestamp, ThreatTypes, DeliveryAction, OrgLevelPolicy, OrgLevelAction, UserLevelAction) by Key = strcat(NetworkMessageId, \"-\", RecipientEmailAddress));\r\nlet agg = materialize(base | summarize\r\n    Total = count(),\r\n    Filtered = countif(isnotempty(ThreatTypes) and DeliveryAction != \"Delivered\" and OrgLevelPolicy !in (\"Phishing simulation\", \"SecOps Mailbox\")),\r\n    FMal = countif(ThreatTypes has \"Malware\" and OrgLevelPolicy !in (\"Phishing simulation\", \"SecOps Mailbox\")),\r\n    FPhish = countif(ThreatTypes has \"Phish\" and not(ThreatTypes has \"Malware\") and DeliveryAction != \"Delivered\" and OrgLevelPolicy !in (\"Phishing simulation\", \"SecOps Mailbox\")),\r\n    FSpam = countif(ThreatTypes == \"Spam\" and DeliveryAction != \"Delivered\" and OrgLevelPolicy !in (\"Phishing simulation\", \"SecOps Mailbox\")),\r\n    Deliv = countif(isnotempty(ThreatTypes) and DeliveryAction == \"Delivered\" and (isnotempty(OrgLevelAction) or isnotempty(UserLevelAction))),\r\n    Blocked = countif(isempty(ThreatTypes) and DeliveryAction != \"Delivered\" and (isnotempty(OrgLevelAction) or isnotempty(UserLevelAction))),\r\n    Clean = countif(isempty(ThreatTypes) and DeliveryAction == \"Delivered\"));\r\nlet pd = materialize(EmailPostDeliveryEvents | where ActionResult == \"Success\" | summarize MalZap = countif(ActionType == \"Malware ZAP\"), PhishZap = countif(ActionType == \"Phish ZAP\"), SpamZap = countif(ActionType == \"Spam ZAP\"));\r\nlet sub = materialize(CloudAppEvents | extend R = tostring(parse_json(RawEventData).RecordType), SCT = tostring(parse_json(RawEventData).SubmissionContentType) | where R == \"29\" | summarize Adm = countif(ActionType == \"AdminSubmissionSubmitted\" and SCT == \"Mail\"), Usr = countif(ActionType == \"UserSubmission\"));\r\nlet Total = toscalar(agg | project Total);\r\nlet Filtered = toscalar(agg | project Filtered);\r\nlet FMal = toscalar(agg | project FMal);\r\nlet FPhish = toscalar(agg | project FPhish);\r\nlet FSpam = toscalar(agg | project FSpam);\r\nlet Deliv = toscalar(agg | project Deliv);\r\nlet Blocked = toscalar(agg | project Blocked);\r\nlet Clean = toscalar(agg | project Clean);\r\nlet MalZap = toscalar(pd | project MalZap);\r\nlet PhishZap = toscalar(pd | project PhishZap);\r\nlet SpamZap = toscalar(pd | project SpamZap);\r\nlet Adm = toscalar(sub | project Adm);\r\nlet Usr = toscalar(sub | project Usr);\r\nunion\r\n    (print o = 1, Name = \"Total Inbound Emails\", Count = Total),\r\n    (print o = 2, Name = \"    Filtering Totals\", Count = Filtered),\r\n    (print o = 3, Name = \"        Filtered as Malware\", Count = FMal),\r\n    (print o = 4, Name = \"        Filtered as Phish\", Count = FPhish),\r\n    (print o = 5, Name = \"        Filtered as Spam\", Count = FSpam),\r\n    (print o = 6, Name = \"    Delivered with Detection\", Count = Deliv),\r\n    (print o = 7, Name = \"    User/Admin Blocked\", Count = Blocked),\r\n    (print o = 8, Name = \"    Clean Emails\", Count = Clean),\r\n    (print o = 9, Name = \"Post-Delivery ZAP Removals\", Count = MalZap + PhishZap + SpamZap),\r\n    (print o = 10, Name = \"    Removed by Malware ZAP\", Count = MalZap),\r\n    (print o = 11, Name = \"    Removed by Phish ZAP\", Count = PhishZap),\r\n    (print o = 12, Name = \"    Removed by Spam ZAP\", Count = SpamZap),\r\n    (print o = 13, Name = \"User/Admin Reported\", Count = Adm + Usr),\r\n    (print o = 14, Name = \"    Reported by Admins\", Count = Adm),\r\n    (print o = 15, Name = \"    Reported by Users\", Count = Usr)\r\n| sort by o asc\r\n| extend [\"% of Inbound\"] = round(Count * 100.0 / Total, 1)\r\n| project Name, Count, [\"% of Inbound\"]",
-            "resolvedTables": [
-              "CloudAppEvents",
-              "EmailEvents",
-              "EmailPostDeliveryEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
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-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
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-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
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-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
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-                    "sentinel": "ReportId",
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-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
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-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
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-                    "relation": "exact"
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-                  {
-                    "sentinel": "SenderIPv4",
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-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
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-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
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-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
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-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
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-                  {
-                    "sentinel": "Subject",
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-                  },
-                  {
-                    "sentinel": "ThreatClassification",
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-                  },
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-                    "sentinel": "ThreatTypes",
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-                    "sentinel": "TimeGenerated",
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-                    "sentinel": "Timestamp",
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-                  },
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-                    "sentinel": "UrlCount",
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-                    "sentinel": "UserLevelAction",
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-                ],
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-              },
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-                "sentinelTable": "EmailPostDeliveryEvents",
-                "ahTable": "EmailPostDeliveryEvents",
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-                "verdict": "Easy",
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-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "EmailEvents\r\n| where EmailDirection == \"Inbound\"\r\n| extend Key = strcat(NetworkMessageId , \"-\", RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key \r\n| summarize Count = count()\r\n| extend Details = \"Total Inbound Emails\";",
-            "resolvedTables": [
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-                "verdict": "Hard",
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-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
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-                    "sentinel": "EmailActionPolicy",
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-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
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-                    "ahType": "string",
-                    "relation": "exact"
-                  },
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-                    "sentinel": "EmailClusterId",
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-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
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-                    "sentinel": "EmailLanguage",
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-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
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-                    "laType": "int",
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-                  },
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-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
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-                    "relation": "exact"
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-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
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-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
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-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
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-                  {
-                    "sentinel": "LastEventExecutionTime",
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-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
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-                    "sentinel": "LatestDeliveryAction",
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-                    "sentinel": "LatestDeliveryLocation",
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-                    "relation": "exact"
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-                    "sentinel": "NetworkMessageId",
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-                    "ahType": "string",
-                    "relation": "exact"
-                  },
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-                    "sentinel": "OrgLevelAction",
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-                    "ahType": "string",
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-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
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-                    "relation": "exact"
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-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
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-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
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-                    "ahType": "string",
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-                    "sentinel": "RecipientObjectId",
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-                    "sentinel": "SenderDisplayName",
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-                    "sentinel": "SenderIPv6",
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-                  },
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-                  {
-                    "sentinel": "SenderMailFromDomain",
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-                    "sentinel": "TimeGenerated",
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-                  },
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-                  },
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-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
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-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
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-                    "ahType": "string",
-                    "relation": "exact"
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-            "confidence": 0.7,
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-            "validation": null,
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-          "outputPath": "/items/3/content/items/1/content/items/3/content/items/0/content/items/0/content/query",
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-          "targetSha256": "5ea9001623bf807401855ab2dc1227cc2028df25607fe48dd189eed3403c66cc"
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-          "sourcePath": "/items/3/content/items/1/content/items/3/content/items/1/content/items/0/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
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-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
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-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "EmailEvents\r\n| where isnotempty(ThreatTypes) and EmailDirection == \"Inbound\" and DeliveryAction != 'Delivered'\r\n| extend Key = strcat(NetworkMessageId , \"-\", RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key \r\n| summarize Count = count()\r\n| extend Details = \"Filtering Totals\";",
-            "resolvedTables": [
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-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
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-                "ahTable": "EmailEvents",
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-                "verdict": "Hard",
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-                "columns": [
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-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/3/content/items/1/content/items/3/content/items/1/content/items/0/content/query",
-          "sourceSha256": "11024d9cb81b049a21e345bc5524f772f9154ffa2308755d5e91d7640e03a000",
-          "targetSha256": "11024d9cb81b049a21e345bc5524f772f9154ffa2308755d5e91d7640e03a000"
-        },
-        {
-          "sourcePath": "/items/3/content/items/1/content/items/3/content/items/1/content/items/1/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "28cafb2e50cec0219284436da53500fb14de8f6f152b78f9fb7b46de674ef36d"
-          },
-          "conversion": {
-            "sourceId": "/items/3/content/items/1/content/items/3/content/items/1/content/items/1/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises Total emails detected as Malware\r\nEmailEvents\r\n| extend Key = strcat(NetworkMessageId , \"-\", RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key \r\n| where ThreatTypes has ('Malware') and EmailDirection == \"Inbound\"\r\n| summarize Count= count()\r\n| extend Details = \"Emails Filtered as Malware\"",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/3/content/items/1/content/items/3/content/items/1/content/items/1/content/query",
-          "sourceSha256": "28cafb2e50cec0219284436da53500fb14de8f6f152b78f9fb7b46de674ef36d",
-          "targetSha256": "28cafb2e50cec0219284436da53500fb14de8f6f152b78f9fb7b46de674ef36d"
-        },
-        {
-          "sourcePath": "/items/3/content/items/1/content/items/3/content/items/1/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "317de152ba920fdf351f7321099fdeabdc9976846d339eb9b88fdde797cb3eea"
-          },
-          "conversion": {
-            "sourceId": "/items/3/content/items/1/content/items/3/content/items/1/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises Total emails detected as Phish\r\nEmailEvents\r\n| extend Key = strcat(NetworkMessageId , \"-\", RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key \r\n| where ThreatTypes has \"Phish\" and not(ThreatTypes has \"Malware\") and EmailDirection == \"Inbound\" and DeliveryAction != 'Delivered'\r\n| summarize Count= count()\r\n| extend Details = \"Emails Filtered as Phish\"",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/3/content/items/1/content/items/3/content/items/1/content/items/2/content/query",
-          "sourceSha256": "317de152ba920fdf351f7321099fdeabdc9976846d339eb9b88fdde797cb3eea",
-          "targetSha256": "317de152ba920fdf351f7321099fdeabdc9976846d339eb9b88fdde797cb3eea"
-        },
-        {
-          "sourcePath": "/items/3/content/items/1/content/items/3/content/items/1/content/items/3/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "2c92c916613af150c9fb9002575262812efe51a25f3e895f7b13c48cd2cd5f75"
-          },
-          "conversion": {
-            "sourceId": "/items/3/content/items/1/content/items/3/content/items/1/content/items/3/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises Total emails by detected as Spam\r\nEmailEvents\r\n| extend Key = strcat(NetworkMessageId , \"-\", RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key \r\n| where ThreatTypes == 'Spam' and EmailDirection == \"Inbound\" and DeliveryAction != 'Delivered'\r\n| summarize Count= count()\r\n| extend Details = \"Emails Filtered as Spam\"",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
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-                    "ah": "UrlCount",
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-        },
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-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
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-            "sourceId": "/items/3/content/items/1/content/items/3/content/items/2/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "EmailEvents\r\n| where isempty(ThreatTypes) and EmailDirection == \"Inbound\" and DeliveryAction == 'Delivered'\r\n| extend Key = strcat(NetworkMessageId , \"-\", RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key \r\n| summarize Count= count()\r\n| extend Details = \"Clean Emails\"",
-            "resolvedTables": [
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-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
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-            "diff": [],
-            "schemaMap": [
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-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
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-                    "sentinel": "AdditionalFields",
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-                    "sentinel": "AuthenticationDetails",
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-                  },
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-                  },
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-                    "sentinel": "Connectors",
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-                  },
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-                    "sentinel": "Context",
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-                  },
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-                    "sentinel": "DeliveryAction",
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-                    "relation": "exact"
-                  },
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-                    "sentinel": "DeliveryLocation",
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-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
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-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
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-                  },
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-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
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-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
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-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
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-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
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-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
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-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
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-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
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-                    "relation": "exact"
-                  },
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-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
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-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
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-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
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-                    "sentinel": "LastEventExecutionTime",
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-                    "ah": null,
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-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
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-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
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-                  },
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-                    "relation": "exact"
-                  },
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-                    "relation": "exact"
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-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
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-                  },
-                  {
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-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
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-                  {
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-                    "ah": "RecipientObjectId",
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-                    "sentinel": "SenderIPv4",
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-                    "sentinel": "SenderIPv6",
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-                  {
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-                  },
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-                    "laType": "datetime",
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-                  {
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-                  },
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-                    "laType": "int",
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-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "EmailPostDeliveryEvents\r\n| where ActionResult == \"Success\"\r\n| where ActionType == \"Malware ZAP\"\r\n| summarize Count= count()\r\n| extend Details = \"Total Emails Removed by Malware ZAP\"\r\n",
-            "resolvedTables": [
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-            ],
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-            "diff": [],
-            "schemaMap": [
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-                "ahTable": "EmailPostDeliveryEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 15,
-                "note": "schema identical; no column changes"
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-            "validation": null,
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-          },
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-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
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-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "EmailPostDeliveryEvents\r\n| where ActionResult == \"Success\"\r\n| where ActionType == \"Phish ZAP\"\r\n| summarize Count= count()\r\n| extend Details = \"Total Emails Removed by Phish ZAP\"",
-            "resolvedTables": [
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-            ],
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-            "schemaMap": [
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-                "ahTable": "EmailPostDeliveryEvents",
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-                "note": "schema identical; no column changes"
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-        },
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-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
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-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "EmailPostDeliveryEvents\r\n| where ActionResult == \"Success\"\r\n| where ActionType == \"Spam ZAP\"\r\n| summarize Count= count()\r\n| extend Details = \"Total Emails Removed by Spam ZAP\"",
-            "resolvedTables": [
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-            "schemaMap": [
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-                "note": "schema identical; no column changes"
-              }
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-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
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-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails reported by user and total emails reported by Admins as false positive or false negative detection\r\nCloudAppEvents\r\n| extend Record= (parse_json(RawEventData)).RecordType\r\n| extend SubmissionState = (parse_json(RawEventData)).SubmissionState,SubmissionContentType=tostring((parse_json(RawEventData)).SubmissionContentType)\r\n| where Record == 29 and ActionType == \"AdminSubmissionSubmitted\" and SubmissionContentType==\"Mail\"\r\n| summarize Count= count()\r\n| extend Details = \"Total Emails Reported by Admins\"",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
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-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
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-            "confidence": 0.7,
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-          },
-          "status": "converted",
-          "outputPath": "/items/3/content/items/1/content/items/3/content/items/4/content/items/0/content/query",
-          "sourceSha256": "ca205c791cd98cc9ca1dd117e21f72b3ec9297eac3d66edc502ea235b2c00771",
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-        },
-        {
-          "sourcePath": "/items/3/content/items/1/content/items/3/content/items/4/content/items/1/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "7e3420b2827239bf920fb9719d44a299424cae3a7814795abbc9c07efbae589f"
-          },
-          "conversion": {
-            "sourceId": "/items/3/content/items/1/content/items/3/content/items/4/content/items/1/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails reported by user and total emails reported by Admins as false positive or false negative detection\r\nCloudAppEvents\r\n| extend Record= (parse_json(RawEventData)).RecordType\r\n| extend SubmissionState = (parse_json(RawEventData)).SubmissionState\r\n| where Record == 29 and ActionType == \"UserSubmission\"\r\n| summarize Count= count()\r\n| extend Details = \"Total Emails Reported by Users\"\r\n",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/3/content/items/1/content/items/3/content/items/4/content/items/1/content/query",
-          "sourceSha256": "7e3420b2827239bf920fb9719d44a299424cae3a7814795abbc9c07efbae589f",
-          "targetSha256": "7e3420b2827239bf920fb9719d44a299424cae3a7814795abbc9c07efbae589f"
-        },
-        {
-          "sourcePath": "/items/3/content/items/1/content/items/5/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "29e1433c6e19b5452fe2be9b62bcf61ad37e29d746484dbfa5a645054e30a3cc"
-          },
-          "conversion": {
-            "sourceId": "/items/3/content/items/1/content/items/5/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query surfaces the users most targeted by inbound email threats across all threat types (malware, phishing, spam) for the selected period, so SecOps can prioritise the highest-risk individuals. Similar to a \"Most Attacked People\" view.\r\nEmailEvents\r\n| where EmailDirection == \"Inbound\"\r\n| where isnotempty(ThreatTypes)\r\n| summarize\r\n    ['Total Threats'] = count(),\r\n    Malware = countif(ThreatTypes has \"Malware\"),\r\n    Phish   = countif(ThreatTypes has \"Phish\"),\r\n    Spam    = countif(ThreatTypes has \"Spam\"),\r\n    ['Last Seen'] = max(Timestamp)\r\n    by ['User']=RecipientEmailAddress\r\n| top 10 by ['Total Threats']\r\n| project ['User'], ['Total Threats'], Malware, Phish, Spam, ['Last Seen']",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/3/content/items/1/content/items/5/content/query",
-          "sourceSha256": "29e1433c6e19b5452fe2be9b62bcf61ad37e29d746484dbfa5a645054e30a3cc",
-          "targetSha256": "29e1433c6e19b5452fe2be9b62bcf61ad37e29d746484dbfa5a645054e30a3cc"
-        },
-        {
-          "sourcePath": "/items/3/content/items/1/content/items/7/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "5c341f1f2dbee19255c01125ce8be61b3a9ae6e65b982e4170f53e132c40148f"
-          },
-          "conversion": {
-            "sourceId": "/items/3/content/items/1/content/items/7/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails, total detections, total user, and admin email submissions over time summarizing the data daily\r\nlet gran = {Granularity};\r\nlet minTime = toscalar(EmailEvents | summarize min(Timestamp));\r\nlet maxTime = toscalar(EmailEvents | summarize max(Timestamp));\r\nlet scaffold = range Timestamp from bin(minTime, gran) to bin(maxTime, gran) step gran;\r\nlet baseQuery = materialize(EmailEvents\r\n| extend Key = strcat(NetworkMessageId , \"-\", RecipientEmailAddress)\r\n| summarize arg_max(Timestamp, *) by Key\r\n| where isnotempty(Timestamp));\r\nlet sub = materialize(CloudAppEvents\r\n| extend Record = (parse_json(RawEventData)).RecordType, SubmissionContentType = tostring((parse_json(RawEventData)).SubmissionContentType)\r\n| where Record == 29);\r\nlet zapbase = EmailPostDeliveryEvents\r\n| extend Key = strcat(NetworkMessageId , \"-\", RecipientEmailAddress)\r\n| summarize arg_max(Timestamp, *) by Key\r\n| where ActionResult == \"Success\"\r\n| where ActionType == \"Phish ZAP\" or ActionType == \"Malware ZAP\" or ActionType == \"Spam ZAP\";\r\nunion\r\n(scaffold | join kind=leftouter (baseQuery | where EmailDirection == \"Inbound\" | summarize Count = count() by Timestamp = bin(Timestamp, gran)) on Timestamp | project Timestamp, Count = coalesce(Count, 0), Details = \"Total Inbound Emails\"),\r\n(scaffold | join kind=leftouter (baseQuery | where ThreatTypes has ('Phish') | summarize Count = count() by Timestamp = bin(Timestamp, gran)) on Timestamp | project Timestamp, Count = coalesce(Count, 0), Details = \"Emails Detected as Phish\"),\r\n(scaffold | join kind=leftouter (baseQuery | where ThreatTypes has ('Malware') | summarize Count = count() by Timestamp = bin(Timestamp, gran)) on Timestamp | project Timestamp, Count = coalesce(Count, 0), Details = \"Emails Detected as Malware\"),\r\n(scaffold | join kind=leftouter (baseQuery | where ThreatTypes has ('Spam') | summarize Count = count() by Timestamp = bin(Timestamp, gran)) on Timestamp | project Timestamp, Count = coalesce(Count, 0), Details = \"Emails Detected as Spam\"),\r\n(scaffold | join kind=leftouter (baseQuery | where EmailDirection == \"Intra-org\" | summarize Count = count() by Timestamp = bin(Timestamp, gran)) on Timestamp | project Timestamp, Count = coalesce(Count, 0), Details = \"Total Intra-org Emails\"),\r\n(scaffold | join kind=leftouter (baseQuery | where EmailDirection == \"Outbound\" | summarize Count = count() by Timestamp = bin(Timestamp, gran)) on Timestamp | project Timestamp, Count = coalesce(Count, 0), Details = \"Total Outbound Emails\"),\r\n(scaffold | join kind=leftouter (baseQuery | where isnotempty(ThreatTypes) | summarize Count = count() by Timestamp = bin(Timestamp, gran)) on Timestamp | project Timestamp, Count = coalesce(Count, 0), Details = \"Total Emails with Threat\"),\r\n(scaffold | join kind=leftouter (sub | where ActionType == \"UserSubmission\" | summarize Count = count() by Timestamp = bin(Timestamp, gran)) on Timestamp | project Timestamp, Count = coalesce(Count, 0), Details = \"Total Emails Reported by Users\"),\r\n(scaffold | join kind=leftouter (zapbase | summarize Count = count() by Timestamp = bin(Timestamp, gran)) on Timestamp | project Timestamp, Count = coalesce(Count, 0), Details = \"Total Emails Removed by ZAP\"),\r\n(scaffold | join kind=leftouter (sub | where ActionType == \"AdminSubmissionSubmitted\" and SubmissionContentType == \"Mail\" | summarize Count = count() by Timestamp = bin(Timestamp, gran)) on Timestamp | project Timestamp, Count = coalesce(Count, 0), Details = \"Total Emails Reported by Admins\")",
-            "resolvedTables": [
-              "CloudAppEvents",
-              "EmailEvents",
-              "EmailPostDeliveryEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              },
-              {
-                "sentinelTable": "EmailPostDeliveryEvents",
-                "ahTable": "EmailPostDeliveryEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 15,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/3/content/items/1/content/items/7/content/query",
-          "sourceSha256": "5c341f1f2dbee19255c01125ce8be61b3a9ae6e65b982e4170f53e132c40148f",
-          "targetSha256": "5c341f1f2dbee19255c01125ce8be61b3a9ae6e65b982e4170f53e132c40148f"
-        },
-        {
-          "sourcePath": "/items/3/content/items/1/content/items/9/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "134d3d4d6893f1d88c14e42b7976e21006dabba9d3fc71dd58a55e0ca52db645"
-          },
-          "conversion": {
-            "sourceId": "/items/3/content/items/1/content/items/9/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises bad traffic (% of emails with threats) compared to total inbound emails over time summarising the data daily.\r\nEmailEvents\r\n| where EmailDirection == \"Inbound\"\r\n| summarize TotalEmailCount = count(),\r\n            BadEmailCount = countif(isnotempty(ThreatTypes)) by bin(Timestamp, {Granularity})\r\n| extend Bad_Traffic_Percentage_Inbound = todouble(round(BadEmailCount / todouble(TotalEmailCount) * 100, 2))\r\n| project Timestamp, ['Bad Traffic %'] = Bad_Traffic_Percentage_Inbound",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/3/content/items/1/content/items/9/content/query",
-          "sourceSha256": "134d3d4d6893f1d88c14e42b7976e21006dabba9d3fc71dd58a55e0ca52db645",
-          "targetSha256": "134d3d4d6893f1d88c14e42b7976e21006dabba9d3fc71dd58a55e0ca52db645"
-        },
-        {
-          "sourcePath": "/items/3/content/items/2/content/items/1/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "554088d9c128e08443f51fecd276d5435baaa56ab9f2dd744e1325fc0c0d4132"
-          },
-          "conversion": {
-            "sourceId": "/items/3/content/items/2/content/items/1/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//Headline Microsoft Teams / collaboration protection metrics for the executive summary, with per-interval sparklines so the collaboration threat trend is visible at a glance. Messages and URLs are counted per distinct Teams message.\r\nlet gran = {Granularity};\r\nlet me = materialize(MessageEvents);\r\nlet cae = materialize(CloudAppEvents | where ActionType == \"TeamsImpersonationDetected\");\r\nlet mui = materialize(MessageUrlInfo);\r\nlet uce = materialize(UrlClickEvents | where Workload == \"Teams\" and ActionType in (\"ClickBlocked\",\"ClickBlockedByTenantPolicy\"));\r\nlet fmc = materialize(FileMaliciousContentInfo | where Workload == \"MicrosoftTeams\");\r\nunion\r\n(me | summarize Count = dcount(TeamsMessageId) | extend Details = \"Teams Messages Scanned\", Ord = 1, Trend = toscalar(me | make-series S = count() default = 0 on Timestamp step gran | project S)),\r\n(me | where isnotempty(ThreatTypes) | summarize Count = count() | extend Details = \"Teams Threat Messages\", Ord = 2, Trend = toscalar(me | where isnotempty(ThreatTypes) | make-series S = count() default = 0 on Timestamp step gran | project S)),\r\n(cae | summarize Count = count() | extend Details = \"Teams Impersonation Detections\", Ord = 3, Trend = toscalar(cae | make-series S = count() default = 0 on Timestamp step gran | project S)),\r\n(mui | summarize Count = dcount(TeamsMessageId) | extend Details = \"URLs Shared in Teams\", Ord = 4, Trend = toscalar(mui | make-series S = count() default = 0 on Timestamp step gran | project S)),\r\n(uce | summarize Count = count() | extend Details = \"Malicious Clicks Blocked\", Ord = 5, Trend = toscalar(uce | make-series S = count() default = 0 on Timestamp step gran | project S)),\r\n(fmc | summarize Count = count() | extend Details = \"Teams Files Scanned\", Ord = 6, Trend = toscalar(fmc | make-series S = count() default = 0 on Timestamp step gran | project S)),\r\n(fmc | where isnotempty(ThreatTypes) | summarize Count = count() | extend Details = \"Malicious Teams Files\", Ord = 7, Trend = toscalar(fmc | where isnotempty(ThreatTypes) | make-series S = count() default = 0 on Timestamp step gran | project S))\r\n| sort by Ord asc\r\n| project Details, Count, Trend",
-            "resolvedTables": [
-              "CloudAppEvents",
-              "FileMaliciousContentInfo",
-              "MessageEvents",
-              "MessageUrlInfo",
-              "UrlClickEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "FileMaliciousContentInfo",
-                "ahTable": "FileMaliciousContentInfo",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 17,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "MessageEvents",
-                "ahTable": "MessageEvents",
-                "identical": null,
-                "columnRenames": {},
-                "note": "no cached schema for either side; catalog renames only"
-              },
-              {
-                "sentinelTable": "MessageUrlInfo",
-                "ahTable": "MessageUrlInfo",
-                "identical": null,
-                "columnRenames": {},
-                "note": "no cached schema for either side; catalog renames only"
-              },
-              {
-                "sentinelTable": "UrlClickEvents",
-                "ahTable": "UrlClickEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 16,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/3/content/items/2/content/items/1/content/query",
-          "sourceSha256": "554088d9c128e08443f51fecd276d5435baaa56ab9f2dd744e1325fc0c0d4132",
-          "targetSha256": "554088d9c128e08443f51fecd276d5435baaa56ab9f2dd744e1325fc0c0d4132"
-        },
-        {
-          "sourcePath": "/items/3/content/items/4/content/items/1/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "a691b608e29297a7398550427e7dc2331253dfba5a35075418caf680155de8a8"
-          },
-          "conversion": {
-            "sourceId": "/items/3/content/items/4/content/items/1/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "datatable(Index:int, Name:string, Value:int)\r\n[\r\n    1, \"Defender for Office 365\", 194,\r\n    2, \"Mimecast\", 478,\r\n    3, \"ProofPoint\", 483,\r\n    4, \"HornetSecurity\", 813,\r\n    5, \"TrendMicro\", 1151,\r\n    6, \"IronPort\", 1274,\r\n    7, \"Barracuda\", 1585,\r\n    8, \"FireEye\", 2107\r\n]\r\n| project [\"Email security solution\"] = Name, [\"High-severity threats missed / 1K users\"] = Value\r\n| order by [\"High-severity threats missed / 1K users\"] asc\r\n",
-            "resolvedTables": [],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/3/content/items/4/content/items/1/content/query",
-          "sourceSha256": "a691b608e29297a7398550427e7dc2331253dfba5a35075418caf680155de8a8",
-          "targetSha256": "a691b608e29297a7398550427e7dc2331253dfba5a35075418caf680155de8a8"
-        },
-        {
-          "sourcePath": "/items/5/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "1fd59e604c53e89e68e79492437b58352dad05c2a44a165056a653932c3b7412"
-          },
-          "conversion": {
-            "sourceId": "/items/5/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//KPI summary of inbound email malware detections for the selected period, with a per-period Trend series feeding each tile sparkline.\r\nlet gran = {Granularity};\r\nlet mal = EmailEvents | where EmailDirection == \"Inbound\" | where ThreatTypes has \"Malware\";\r\nlet inbox = mal | where DeliveryLocation has \"Inbox\";\r\nlet malTrend = toscalar(mal | make-series Trend = count() default = 0 on Timestamp step gran | project Trend);\r\nlet inboxTrend = toscalar(inbox | make-series Trend = count() default = 0 on Timestamp step gran | project Trend);\r\nunion\r\n(print Count = toscalar(mal | summarize count()), Details = \"Malware Emails\", Ord = 1, Trend = malTrend),\r\n(print Count = toscalar(mal | summarize dcount(RecipientEmailAddress)), Details = \"Users Targeted\", Ord = 2, Trend = malTrend),\r\n(print Count = toscalar(mal | summarize dcount(SenderFromDomain)), Details = \"Sender Domains\", Ord = 3, Trend = malTrend),\r\n(print Count = toscalar(inbox | summarize count()), Details = \"Delivered to Inbox\", Ord = 4, Trend = inboxTrend)\r\n| sort by Ord asc\r\n| project Count, Details, Trend",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/5/content/query",
-          "sourceSha256": "1fd59e604c53e89e68e79492437b58352dad05c2a44a165056a653932c3b7412",
-          "targetSha256": "1fd59e604c53e89e68e79492437b58352dad05c2a44a165056a653932c3b7412"
-        },
-        {
-          "sourcePath": "/items/6/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "a1eb72881852a12eabc2a4e37363a0520a5c4aaccb1e097ace271ca50e8a6674"
-          },
-          "conversion": {
-            "sourceId": "/items/6/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Malware detections over time summarizing the data daily.\r\nlet gran = {Granularity};\r\nlet agg = materialize(EmailEvents \r\n| where ThreatTypes has \"Malware\" \r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , \"-\", RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize MalwareDetections = count() by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from toscalar(agg | summarize min(Timestamp)) to toscalar(agg | summarize max(Timestamp)) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, MalwareDetections = coalesce(MalwareDetections, 0)\r\n| sort by Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/6/content/items/2/content/query",
-          "sourceSha256": "a1eb72881852a12eabc2a4e37363a0520a5c4aaccb1e097ace271ca50e8a6674",
-          "targetSha256": "a1eb72881852a12eabc2a4e37363a0520a5c4aaccb1e097ace271ca50e8a6674"
-        },
-        {
-          "sourcePath": "/items/6/content/items/4/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "16d0ddfd2281229a57f0213b0c71fdee484fd1ce15b8992838ab99c69a595c38"
-          },
-          "conversion": {
-            "sourceId": "/items/6/content/items/4/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Malware detections over time summarizing the data daily by Malware detection technologies/controls used for detecting unknown-unique malware.\r\nlet gran = {Granularity};\r\nlet agg = materialize(EmailEvents\r\n| where DetectionMethods has 'Malware'\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| extend ParsedMethods = parse_json(DetectionMethods)\r\n| mv-expand MalwareMethod = ParsedMethods.Malware\r\n| where MalwareMethod in ('File detonation','URL detonation')\r\n| summarize Count = count() by MalwareMethod = tostring(MalwareMethod), Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from toscalar(agg | summarize min(Timestamp)) to toscalar(agg | summarize max(Timestamp)) step gran\r\n| extend d = 1 | join kind=inner (agg | distinct MalwareMethod | extend d = 1) on d | project Timestamp, MalwareMethod\r\n| join kind=leftouter (agg) on Timestamp, MalwareMethod\r\n| project Timestamp, MalwareMethod, Count = coalesce(Count, 0)\r\n| sort by MalwareMethod asc, Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/6/content/items/4/content/query",
-          "sourceSha256": "16d0ddfd2281229a57f0213b0c71fdee484fd1ce15b8992838ab99c69a595c38",
-          "targetSha256": "16d0ddfd2281229a57f0213b0c71fdee484fd1ce15b8992838ab99c69a595c38"
-        },
-        {
-          "sourcePath": "/items/6/content/items/8/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "ddd5a7b2f07acbb2d84ca0dc89914b9f9ddc7f535c41e33aa91935489274b85e"
-          },
-          "conversion": {
-            "sourceId": "/items/6/content/items/8/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Malware detections summarizing the data by threat classification of the malware threat in the message.\r\nEmailEvents \r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| where ThreatTypes has 'Malware' and ThreatClassification  has_any(\"Adware\",\"Downloader\",\"HackTool\",\"Ransomware\",\"Remote access trojan\",\"Spyware\")\r\n| extend Key = strcat(NetworkMessageId , \"-\", RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize Count = count(Key) by ThreatClassification\r\n| sort by Count desc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/6/content/items/8/content/query",
-          "sourceSha256": "ddd5a7b2f07acbb2d84ca0dc89914b9f9ddc7f535c41e33aa91935489274b85e",
-          "targetSha256": "ddd5a7b2f07acbb2d84ca0dc89914b9f9ddc7f535c41e33aa91935489274b85e"
-        },
-        {
-          "sourcePath": "/items/6/content/items/9/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "81cc0526ceb03ef05cb2fbe47616c4a345f2a417d517a6677ad6177d152f6ecf"
-          },
-          "conversion": {
-            "sourceId": "/items/6/content/items/9/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises Malware detections in emails summarizing by various Threat classes showing the top attacked user for each threat classification type.\r\nEmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| where ThreatTypes has \"Malware\" and EmailDirection == \"Inbound\" and ThreatClassification has_any(\"Adware\",\"Downloader\",\"HackTool\",\"Ransomware\",\"Remote access trojan\",\"Spyware\")\r\n| extend Key = strcat(NetworkMessageId , \"-\", RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize EmailCount=count() by ThreatClassification, RecipientEmailAddress\r\n| summarize Count = arg_max(EmailCount, RecipientEmailAddress) by ThreatClassification\r\n| sort by Count desc\r\n| project ['Threat Classification'] = ThreatClassification, ['Top Recipient'] = RecipientEmailAddress, ['Emails'] = Count",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/6/content/items/9/content/query",
-          "sourceSha256": "81cc0526ceb03ef05cb2fbe47616c4a345f2a417d517a6677ad6177d152f6ecf",
-          "targetSha256": "81cc0526ceb03ef05cb2fbe47616c4a345f2a417d517a6677ad6177d152f6ecf"
-        },
-        {
-          "sourcePath": "/items/6/content/items/10/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "d68a7f96d43935aec5025b38ac8131bfd1d3c0837ec91420c2cbdb973c9fa347"
-          },
-          "conversion": {
-            "sourceId": "/items/6/content/items/10/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Malware detections summarizing the data by ThreatNames of the malware detected.\r\nEmailEvents \r\n| where isnotempty(ThreatNames) and ThreatTypes has \"Malware\" \r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , \"-\", RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| mv-expand ThreatName = split(ThreatNames, \",\") to typeof(string)\r\n| where isnotempty(ThreatName)\r\n| distinct Key, ThreatName\r\n| summarize Count = count() by ThreatName\r\n| top 15 by Count\r\n| project ['Threat Name'] = ThreatName, Count",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/6/content/items/10/content/query",
-          "sourceSha256": "d68a7f96d43935aec5025b38ac8131bfd1d3c0837ec91420c2cbdb973c9fa347",
-          "targetSha256": "d68a7f96d43935aec5025b38ac8131bfd1d3c0837ec91420c2cbdb973c9fa347"
-        },
-        {
-          "sourcePath": "/items/7/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "a3b8e175fb3ff34541f46d149a29711925d5c482a9f9a14d3e5e56f0519e8faf"
-          },
-          "conversion": {
-            "sourceId": "/items/7/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Malware detections over time summarizing the data daily by Delivery Location\r\nlet gran = {Granularity};\r\nlet agg = materialize(EmailEvents\r\n| where DetectionMethods has 'Malware' and EmailDirection == 'Inbound'\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize TotalMalwareDetections=count(), Quarantine=countif(DeliveryLocation == 'Quarantine'), Failed=countif(DeliveryLocation == 'Failed') by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from toscalar(agg | summarize min(Timestamp)) to toscalar(agg | summarize max(Timestamp)) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, TotalMalwareDetections=coalesce(TotalMalwareDetections,0), Quarantine=coalesce(Quarantine,0), Failed=coalesce(Failed,0)\r\n| sort by Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/7/content/items/2/content/query",
-          "sourceSha256": "a3b8e175fb3ff34541f46d149a29711925d5c482a9f9a14d3e5e56f0519e8faf",
-          "targetSha256": "a3b8e175fb3ff34541f46d149a29711925d5c482a9f9a14d3e5e56f0519e8faf"
-        },
-        {
-          "sourcePath": "/items/7/content/items/4/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "ea45ad99cb7085ff2484337c2af41b5f3afd1e84af0f00116d84c2357866a972"
-          },
-          "conversion": {
-            "sourceId": "/items/7/content/items/4/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Malware detections over time summarizing the data daily by various Malware detection technologies/controls in Microsoft Defender for Office 365.\r\nlet gran = {Granularity};\r\nlet agg = materialize(EmailEvents\r\n| where DetectionMethods has 'Malware'\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| extend ParsedMethods = parse_json(DetectionMethods)\r\n| mv-expand MalwareMethod = ParsedMethods.Malware\r\n| summarize Count = count() by MalwareMethod = tostring(MalwareMethod), Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from toscalar(agg | summarize min(Timestamp)) to toscalar(agg | summarize max(Timestamp)) step gran\r\n| extend d = 1 | join kind=inner (agg | distinct MalwareMethod | extend d = 1) on d | project Timestamp, MalwareMethod\r\n| join kind=leftouter (agg) on Timestamp, MalwareMethod\r\n| project Timestamp, MalwareMethod, Count = coalesce(Count, 0)\r\n| sort by MalwareMethod asc, Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/7/content/items/4/content/query",
-          "sourceSha256": "ea45ad99cb7085ff2484337c2af41b5f3afd1e84af0f00116d84c2357866a972",
-          "targetSha256": "ea45ad99cb7085ff2484337c2af41b5f3afd1e84af0f00116d84c2357866a972"
-        },
-        {
-          "sourcePath": "/items/7/content/items/5/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "f7b64dc5f98dfd385c0290d39bc1dfc121067b1f882585a454e846d26e593a75"
-          },
-          "conversion": {
-            "sourceId": "/items/7/content/items/5/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Malware detections summarizing the data by various Malware detection technologies/controls in Microsoft Defender for Office 365.\r\nEmailEvents \r\n| where DetectionMethods has 'Malware'\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| extend ParsedMethods = parse_json(DetectionMethods)\r\n| mv-expand MalwareMethod = ParsedMethods.Malware\r\n| summarize Count = count() by MalwareMethod = tostring(MalwareMethod)\r\n| sort by Count desc\r\n| project ['Detection Technology'] = MalwareMethod, ['Detections'] = Count",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/7/content/items/5/content/query",
-          "sourceSha256": "f7b64dc5f98dfd385c0290d39bc1dfc121067b1f882585a454e846d26e593a75",
-          "targetSha256": "f7b64dc5f98dfd385c0290d39bc1dfc121067b1f882585a454e846d26e593a75"
-        },
-        {
-          "sourcePath": "/items/7/content/items/7/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "de21119c9350ed8012e9d56b9475896ed6a277ddc4d58d82498528462c86f523"
-          },
-          "conversion": {
-            "sourceId": "/items/7/content/items/7/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Malware detections summarizing the data by email sender IP address (SenderIPv4).\r\nEmailEvents \r\n| where ThreatTypes has 'Malware' and isnotempty(SenderIPv4)\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize count() by SenderIPv4\r\n| extend GeoInfo = geo_info_from_ip_address(SenderIPv4)\r\n| extend Latitude = tostring(GeoInfo.latitude), Longitude = tostring(GeoInfo.longitude)\r\n| project SenderIPv4, Latitude, Longitude, count_",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/7/content/items/7/content/query",
-          "sourceSha256": "de21119c9350ed8012e9d56b9475896ed6a277ddc4d58d82498528462c86f523",
-          "targetSha256": "de21119c9350ed8012e9d56b9475896ed6a277ddc4d58d82498528462c86f523"
-        },
-        {
-          "sourcePath": "/items/7/content/items/8/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "248b79ce9222fc7113a366302ad0ae54dbc8b1b66c1fe05c66642d477a537621"
-          },
-          "conversion": {
-            "sourceId": "/items/7/content/items/8/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Malware detections summarizing the data by email sender IP address and IP address country information (SenderIPv4).\r\nEmailEvents \r\n| where ThreatTypes has 'Malware' and isnotempty(SenderIPv4)\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| extend GeoInfo = geo_info_from_ip_address(SenderIPv4)\r\n| extend Country = tostring(GeoInfo.country)\r\n| summarize count() by Country\r\n| project Country, ['Malware Emails'] = count_\r\n| sort by ['Malware Emails'] desc\r\n\r\n\r\n",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/7/content/items/8/content/query",
-          "sourceSha256": "248b79ce9222fc7113a366302ad0ae54dbc8b1b66c1fe05c66642d477a537621",
-          "targetSha256": "248b79ce9222fc7113a366302ad0ae54dbc8b1b66c1fe05c66642d477a537621"
-        },
-        {
-          "sourcePath": "/items/8/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "02debf99cc2c7a9ebd4aeee5dbd979ab4b7fa66aba6f9735d97d6a9b8d85eee8"
-          },
-          "conversion": {
-            "sourceId": "/items/8/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total inbound emails with Malware detections summarizing the data by the top 15 recipient email address (RecipientEmailAddress).\r\nEmailEvents\r\n| where EmailDirection == \"Inbound\"\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize TotalEmailCount=count(),MalwareEmailCount = countif(ThreatTypes has \"Malware\") by RecipientEmailAddress\r\n| extend Bad_Traffic_Percentage_Inbound = todouble(round(MalwareEmailCount / todouble(TotalEmailCount) *100, 2))\r\n| where MalwareEmailCount !=0\r\n| top 15 by MalwareEmailCount\r\n| project ['Recipient'] = RecipientEmailAddress, ['Malware Emails'] = MalwareEmailCount, ['Total Inbound'] = TotalEmailCount, ['Bad Traffic %'] = Bad_Traffic_Percentage_Inbound",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/8/content/items/2/content/query",
-          "sourceSha256": "02debf99cc2c7a9ebd4aeee5dbd979ab4b7fa66aba6f9735d97d6a9b8d85eee8",
-          "targetSha256": "02debf99cc2c7a9ebd4aeee5dbd979ab4b7fa66aba6f9735d97d6a9b8d85eee8"
-        },
-        {
-          "sourcePath": "/items/8/content/items/4/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "26285dadd9f5d6729ee69b02f40cae580343f7d64ba34be7561a557015bf71f7"
-          },
-          "conversion": {
-            "sourceId": "/items/8/content/items/4/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Malware detections summarizing the data by the top 15 email sender P2 domain (SenderFromDomain). Adding additional insights for total inbound emails and bad traffic percentage for each sender domain.\r\nEmailEvents\r\n| where EmailDirection == \"Inbound\"\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize TotalEmailCount = count(), MalwareEmailCount = countif(ThreatTypes has \"Malware\") by SenderFromDomain\r\n| extend Bad_Traffic_Percentage_Inbound = todouble(round(MalwareEmailCount / todouble(TotalEmailCount) *100, 2))\r\n| where MalwareEmailCount !=0\r\n| top 15 by MalwareEmailCount\r\n| project ['Sender Domain'] = SenderFromDomain, ['Malware Emails'] = MalwareEmailCount, ['Total Inbound'] = TotalEmailCount, ['Bad Traffic %'] = Bad_Traffic_Percentage_Inbound",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/8/content/items/4/content/query",
-          "sourceSha256": "26285dadd9f5d6729ee69b02f40cae580343f7d64ba34be7561a557015bf71f7",
-          "targetSha256": "26285dadd9f5d6729ee69b02f40cae580343f7d64ba34be7561a557015bf71f7"
-        },
-        {
-          "sourcePath": "/items/10/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "fd37ee40dbe163b31caf52d4916ff7bb4feb10641478cd97cb31eae0f8073381"
-          },
-          "conversion": {
-            "sourceId": "/items/10/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//KPI summary of inbound email phishing detections for the selected period, with a per-period Trend series feeding each tile sparkline.\r\nlet gran = {Granularity};\r\nlet ph = EmailEvents | where EmailDirection == \"Inbound\" | where ThreatTypes has \"Phish\";\r\nlet inbox = ph | where DeliveryLocation has \"Inbox\";\r\nlet phTrend = toscalar(ph | make-series Trend = count() default = 0 on Timestamp step gran | project Trend);\r\nlet inboxTrend = toscalar(inbox | make-series Trend = count() default = 0 on Timestamp step gran | project Trend);\r\nunion\r\n(print Count = toscalar(ph | summarize count()), Details = \"Phish Emails\", Ord = 1, Trend = phTrend),\r\n(print Count = toscalar(ph | summarize dcount(RecipientEmailAddress)), Details = \"Users Targeted\", Ord = 2, Trend = phTrend),\r\n(print Count = toscalar(ph | summarize dcount(SenderFromDomain)), Details = \"Sender Domains\", Ord = 3, Trend = phTrend),\r\n(print Count = toscalar(inbox | summarize count()), Details = \"Delivered to Inbox\", Ord = 4, Trend = inboxTrend)\r\n| sort by Ord asc\r\n| project Count, Details, Trend",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/10/content/query",
-          "sourceSha256": "fd37ee40dbe163b31caf52d4916ff7bb4feb10641478cd97cb31eae0f8073381",
-          "targetSha256": "fd37ee40dbe163b31caf52d4916ff7bb4feb10641478cd97cb31eae0f8073381"
-        },
-        {
-          "sourcePath": "/items/11/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "22eeb06bdd1b73c37db5b37e411b66901b8c19dabd2331ad63989fc967dbded0"
-          },
-          "conversion": {
-            "sourceId": "/items/11/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Phish detections over time summarizing the data daily.\r\n//The comment in the query excludes deliveries to the SecOps Mailbox and by the Phish Simulation system. Remove the \"//\" to apply the exclusion.\r\nlet gran = {Granularity};\r\nlet agg = materialize(EmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| where ThreatTypes has \"Phish\"\r\n| summarize PhishDetections = count() by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from toscalar(agg | summarize min(Timestamp)) to toscalar(agg | summarize max(Timestamp)) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, PhishDetections = coalesce(PhishDetections, 0)\r\n| sort by Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/11/content/items/2/content/query",
-          "sourceSha256": "22eeb06bdd1b73c37db5b37e411b66901b8c19dabd2331ad63989fc967dbded0",
-          "targetSha256": "22eeb06bdd1b73c37db5b37e411b66901b8c19dabd2331ad63989fc967dbded0"
-        },
-        {
-          "sourcePath": "/items/11/content/items/4/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "e2139803441267d6d5a75748527dae86ec2356277870279716138ce6249f943b"
-          },
-          "conversion": {
-            "sourceId": "/items/11/content/items/4/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Phish detections over time summarizing the data daily by Phish detection technologies/controls used for detecting unknown-unique phish.\r\nlet gran = {Granularity};\r\nlet minTime = toscalar(EmailEvents | summarize min(Timestamp));\r\nlet maxTime = toscalar(EmailEvents | summarize max(Timestamp));\r\nlet agg = materialize(EmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| where DetectionMethods has \"Phish\"\r\n| project Timestamp, RecipientEmailAddress, NetworkMessageId, DT=parse_json(DetectionMethods)\r\n| evaluate bag_unpack(DT)\r\n| summarize [\"File detonation\"]=countif(Phish has 'File detonation' and Phish !has 'File detonation reputation'), [\"URL detonation\"]=countif(Phish has 'URL detonation' and Phish !has 'URL detonation reputation') by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from bin(minTime, gran) to bin(maxTime, gran) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, [\"File detonation\"]=coalesce([\"File detonation\"],0), [\"URL detonation\"]=coalesce([\"URL detonation\"],0)\r\n| sort by Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/11/content/items/4/content/query",
-          "sourceSha256": "e2139803441267d6d5a75748527dae86ec2356277870279716138ce6249f943b",
-          "targetSha256": "e2139803441267d6d5a75748527dae86ec2356277870279716138ce6249f943b"
-        },
-        {
-          "sourcePath": "/items/11/content/items/7/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "3be6f32b1bea4e814d3af53af70937deae7fe43a38787044f0d9aaa62b82a3e8"
-          },
-          "conversion": {
-            "sourceId": "/items/11/content/items/7/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the total ammount of emails detected as Phish by LLM content analysis detection technology in Microsoft Defender for Office 365. \r\n//The comment in the query excludes deliveries to the SecOps Mailbox and by the Phish Simulation system. Remove the \"//\" to apply the exclusion.\r\nEmailEvents \r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| where ThreatTypes has 'Phish' and DetectionMethods contains \"LLM content analysis\"\r\n| summarize count()\r\n| sort by count_ desc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/11/content/items/7/content/query",
-          "sourceSha256": "3be6f32b1bea4e814d3af53af70937deae7fe43a38787044f0d9aaa62b82a3e8",
-          "targetSha256": "3be6f32b1bea4e814d3af53af70937deae7fe43a38787044f0d9aaa62b82a3e8"
-        },
-        {
-          "sourcePath": "/items/11/content/items/8/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "8e13aacf6471de483b3d738bc1059c5b4827ea403e259262b6b9d4d40c50575c"
-          },
-          "conversion": {
-            "sourceId": "/items/11/content/items/8/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Phish detections summarizing the data by intent of the message.\r\n// Microsoft Defender for Office 365 LLM analysis is analyzing email messages to understand the intent of the messages. These threat classifications are then used in filtering decisions.\r\n//The comment in the query excludes deliveries to the SecOps Mailbox and by the Phish Simulation system. Remove the \"//\" to apply the exclusion.\r\nEmailEvents \r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| where ThreatTypes has 'Phish' and ThreatClassification  has_any(\"Business intelligence\",\"Contact establishment\",\"Gift card\",\"Invoice\",\"Payroll\",\"PII gathering\",\"Task\")\r\n| summarize count() by ThreatClassification\r\n| sort by count_ desc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/11/content/items/8/content/query",
-          "sourceSha256": "8e13aacf6471de483b3d738bc1059c5b4827ea403e259262b6b9d4d40c50575c",
-          "targetSha256": "8e13aacf6471de483b3d738bc1059c5b4827ea403e259262b6b9d4d40c50575c"
-        },
-        {
-          "sourcePath": "/items/11/content/items/10/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "05d1791b6b26ff87d2d0fcce94f77886a64e67fb5833619e961bc1fe838c7eb9"
-          },
-          "conversion": {
-            "sourceId": "/items/11/content/items/10/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises Phish detections in emails summarizing by various Threat classes showing the top attacked user for each threat classification type.\r\nEmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| where ThreatTypes has \"Phish\" and EmailDirection == \"Inbound\" and ThreatClassification has_any(\"Business intelligence\",\"Contact establishment\",\"Gift card\",\"Invoice\",\"Payroll\",\"PII gathering\",\"Task\")\r\n| summarize EmailCount=count() by ThreatClassification, RecipientEmailAddress\r\n| summarize Emails = arg_max(EmailCount, RecipientEmailAddress) by ThreatClassification\r\n| sort by Emails desc\r\n| project ['Threat Classification'] = ThreatClassification, ['Top Recipient'] = RecipientEmailAddress, ['Emails'] = Emails",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/11/content/items/10/content/query",
-          "sourceSha256": "05d1791b6b26ff87d2d0fcce94f77886a64e67fb5833619e961bc1fe838c7eb9",
-          "targetSha256": "05d1791b6b26ff87d2d0fcce94f77886a64e67fb5833619e961bc1fe838c7eb9"
-        },
-        {
-          "sourcePath": "/items/12/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "a350de491b28676fcbbcec5c504cb3ca4a1db5ae48d8c97aa987f59490874575"
-          },
-          "conversion": {
-            "sourceId": "/items/12/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Phish detections over time summarizing the data daily by Delivery Location.\r\n//The comment in the query excludes deliveries to the SecOps Mailboxes and by the Phish Simulation system. Remove the \"//\" to apply the exclusion.\r\nlet gran = {Granularity};\r\nlet agg = materialize(EmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| where DetectionMethods has \"Phish\" and EmailDirection == \"Inbound\"\r\n| summarize TotalPhishDetections=count(), Quarantine=countif(DeliveryLocation == \"Quarantine\"), Junkfolder=countif(DeliveryLocation == \"Junk folder\"), Inbox=countif(DeliveryLocation == \"Inbox/folder\"), Failed=countif(DeliveryLocation == \"Failed\"), Dropped=countif(DeliveryLocation == \"Dropped\") by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from toscalar(agg | summarize min(Timestamp)) to toscalar(agg | summarize max(Timestamp)) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, TotalPhishDetections=coalesce(TotalPhishDetections,0), Quarantine=coalesce(Quarantine,0), Junkfolder=coalesce(Junkfolder,0), Inbox=coalesce(Inbox,0), Failed=coalesce(Failed,0), Dropped=coalesce(Dropped,0)\r\n| sort by Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/12/content/items/2/content/query",
-          "sourceSha256": "a350de491b28676fcbbcec5c504cb3ca4a1db5ae48d8c97aa987f59490874575",
-          "targetSha256": "a350de491b28676fcbbcec5c504cb3ca4a1db5ae48d8c97aa987f59490874575"
-        },
-        {
-          "sourcePath": "/items/12/content/items/4/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "9d9d374c3e06afb3823fffd4bb0baed757cc16db6eccfa43861ceb816b1937f4"
-          },
-          "conversion": {
-            "sourceId": "/items/12/content/items/4/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Phish detections over time summarizing the data daily by various Phish Detection technologies/controls in Microsoft Defender for Office 365.\r\n//The comment in the query excludes deliveries to the SecOps Mailbox and by the Phish Simulation system. Remove the \"//\" to apply the exclusion.\r\nlet gran = {Granularity};\r\nlet minTime = toscalar(EmailEvents | summarize min(Timestamp));\r\nlet maxTime = toscalar(EmailEvents | summarize max(Timestamp));\r\nlet agg = materialize(EmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress)\r\n| summarize arg_max(Timestamp, *) by Key\r\n| where DetectionMethods has \"Phish\"\r\n| mv-expand Details = parse_json(DetectionMethods).Phish to typeof(string)\r\n| where isnotempty(Details)\r\n| summarize Count = count() by Details, Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from bin(minTime, gran) to bin(maxTime, gran) step gran\r\n| extend d = 1 | join kind=inner (agg | distinct Details | extend d = 1) on d | project Timestamp, Details\r\n| join kind=leftouter (agg) on Timestamp, Details\r\n| project Timestamp, Details, Count = coalesce(Count, 0)\r\n| sort by Details asc, Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/12/content/items/4/content/query",
-          "sourceSha256": "9d9d374c3e06afb3823fffd4bb0baed757cc16db6eccfa43861ceb816b1937f4",
-          "targetSha256": "9d9d374c3e06afb3823fffd4bb0baed757cc16db6eccfa43861ceb816b1937f4"
-        },
-        {
-          "sourcePath": "/items/12/content/items/5/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "183eb747b5a3e5ee38cdb0646009188239f08691ecb6b880734bf1f4b43ea273"
-          },
-          "conversion": {
-            "sourceId": "/items/12/content/items/5/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Phish detections summarized by individual Phish detection technology/control in Microsoft Defender for Office 365.\r\n//Each detection technology is counted individually via mv-expand over DetectionMethods.Phish (matching the sibling trend line chart), so a message flagged by multiple techniques counts once per technique.\r\n//The where clause excludes deliveries to the SecOps Mailbox and by the Phish Simulation system.\r\nEmailEvents \r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| where DetectionMethods has \"Phish\"\r\n| mv-expand Details = parse_json(DetectionMethods).Phish to typeof(string)\r\n| where isnotempty(Details)\r\n| summarize Count = count() by Details\r\n| sort by Count desc\r\n| project ['Detection Technology'] = Details, ['Detections'] = Count",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/12/content/items/5/content/query",
-          "sourceSha256": "183eb747b5a3e5ee38cdb0646009188239f08691ecb6b880734bf1f4b43ea273",
-          "targetSha256": "183eb747b5a3e5ee38cdb0646009188239f08691ecb6b880734bf1f4b43ea273"
-        },
-        {
-          "sourcePath": "/items/12/content/items/7/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "6e4843db67a97358acb924a864ec43d2e272004210b1434b1b59eb5637bf768c"
-          },
-          "conversion": {
-            "sourceId": "/items/12/content/items/7/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Phish detections summarizing the data by email sender IP address (SenderIPv4).\r\n//The comment in the query excludes deliveries to the SecOps Mailbox and by the Phish Simulation system. Remove the \"//\" to apply the exclusion.\r\nEmailEvents \r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\" \r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| where ThreatTypes has \"Phish\" and isnotempty(SenderIPv4)\r\n| summarize count() by SenderIPv4\r\n| extend GeoInfo = geo_info_from_ip_address(SenderIPv4)\r\n| extend Latitude = tostring(GeoInfo.latitude), Longitude = tostring(GeoInfo.longitude)\r\n| project SenderIPv4, Latitude, Longitude, count_",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/12/content/items/7/content/query",
-          "sourceSha256": "6e4843db67a97358acb924a864ec43d2e272004210b1434b1b59eb5637bf768c",
-          "targetSha256": "6e4843db67a97358acb924a864ec43d2e272004210b1434b1b59eb5637bf768c"
-        },
-        {
-          "sourcePath": "/items/12/content/items/8/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "e22a42e2a2616c1db95f3b9835e72d66cf7970467d685eb93f809b3dfa7ec2ff"
-          },
-          "conversion": {
-            "sourceId": "/items/12/content/items/8/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Phish detections summarizing the data by email sender IP address and IP address country information (SenderIPv4).\r\nEmailEvents \r\n| where ThreatTypes has 'Phish' and isnotempty(SenderIPv4)\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| extend GeoInfo = geo_info_from_ip_address(SenderIPv4)\r\n| extend Country = tostring(GeoInfo.country)\r\n| summarize count() by Country\r\n| project Country, ['Phish Emails'] = count_\r\n| sort by ['Phish Emails'] desc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/12/content/items/8/content/query",
-          "sourceSha256": "e22a42e2a2616c1db95f3b9835e72d66cf7970467d685eb93f809b3dfa7ec2ff",
-          "targetSha256": "e22a42e2a2616c1db95f3b9835e72d66cf7970467d685eb93f809b3dfa7ec2ff"
-        },
-        {
-          "sourcePath": "/items/13/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "0812c949bb0b46ba42d3e3ec829df7f982196eca2b0229a93cfaa5be2364d28a"
-          },
-          "conversion": {
-            "sourceId": "/items/13/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total inbound emails with Phish detections summarizing the data by the top 15 recipient email address (RecipientEmailAddress).\r\n//The comment in the query excludes deliveries to the SecOps Mailbox and by the Phish Simulation system. Remove the \"//\" to apply the exclusion.\r\nEmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize TotalEmailCount=count(),PhishEmailCount = countif(ThreatTypes has \"Phish\") by RecipientEmailAddress\r\n| extend Bad_Traffic_Percentage_Inbound = todouble(round(PhishEmailCount / todouble(TotalEmailCount) * 100, 2))\r\n| where PhishEmailCount !=0\r\n| top 15 by PhishEmailCount\r\n| project ['Recipient'] = RecipientEmailAddress, ['Phish Emails'] = PhishEmailCount, ['Total Inbound'] = TotalEmailCount, ['Bad Traffic %'] = Bad_Traffic_Percentage_Inbound",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/13/content/items/2/content/query",
-          "sourceSha256": "0812c949bb0b46ba42d3e3ec829df7f982196eca2b0229a93cfaa5be2364d28a",
-          "targetSha256": "0812c949bb0b46ba42d3e3ec829df7f982196eca2b0229a93cfaa5be2364d28a"
-        },
-        {
-          "sourcePath": "/items/13/content/items/4/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "d836b1df0d0b4884a6160c9fc03c03c79bf537737fbf3f403b07c08467d4987a"
-          },
-          "conversion": {
-            "sourceId": "/items/13/content/items/4/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Phish detections summarizing the data by the top 15 email sender P2 domain (SenderFromDomain), now including the Phish confidence split (High/Normal) and the aggregated phish detection methods seen per domain. Adding additional insights for total inbound emails and bad traffic percentage for each sender domain.\r\n//The comment in the query excludes deliveries to the SecOps Mailbox and by the Phish Simulation system. Remove the \"//\" to apply the exclusion.\r\nEmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| where EmailDirection == \"Inbound\"\r\n| extend PhishConf = tostring(parse_json(ConfidenceLevel).Phish)\r\n| extend PhishMethods = parse_json(DetectionMethods).Phish\r\n| summarize TotalEmailCount = count(),\r\n            PhishEmailCount = countif(ThreatTypes has \"Phish\"),\r\n            Phish_High = countif(ThreatTypes has \"Phish\" and PhishConf == \"High\"),\r\n            Phish_Normal = countif(ThreatTypes has \"Phish\" and PhishConf == \"Normal\"),\r\n            PhishMethodSet = make_set_if(PhishMethods, ThreatTypes has \"Phish\") by SenderFromDomain\r\n| extend Bad_Traffic_Percentage_Inbound = todouble(round(PhishEmailCount / todouble(TotalEmailCount) * 100, 2))\r\n| where PhishEmailCount != 0\r\n| top 15 by PhishEmailCount\r\n| mv-apply S = PhishMethodSet on ( mv-expand m = S to typeof(string) | summarize Methods = make_set(m) )\r\n| project ['Sender Domain'] = SenderFromDomain, ['Phish Emails'] = PhishEmailCount, ['Phish (High)'] = Phish_High, ['Phish (Normal)'] = Phish_Normal, ['Total Inbound'] = TotalEmailCount, ['Bad Traffic %'] = Bad_Traffic_Percentage_Inbound, ['Detection Methods'] = strcat_array(Methods, \", \")",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/13/content/items/4/content/query",
-          "sourceSha256": "d836b1df0d0b4884a6160c9fc03c03c79bf537737fbf3f403b07c08467d4987a",
-          "targetSha256": "d836b1df0d0b4884a6160c9fc03c03c79bf537737fbf3f403b07c08467d4987a"
-        },
-        {
-          "sourcePath": "/items/15/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "6b196b757eb3f8aeef37ebdc74006b81a1a30b2d070a678ba80b8765f7c5143b"
-          },
-          "conversion": {
-            "sourceId": "/items/15/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//KPI summary of inbound email spam detections for the selected period, with a per-period Trend series feeding each tile sparkline.\r\nlet gran = {Granularity};\r\nlet sp = EmailEvents | where EmailDirection == \"Inbound\" | where ThreatTypes has \"Spam\";\r\nlet junk = sp | where DeliveryLocation has \"Junk\";\r\nlet spTrend = toscalar(sp | make-series Trend = count() default = 0 on Timestamp step gran | project Trend);\r\nlet junkTrend = toscalar(junk | make-series Trend = count() default = 0 on Timestamp step gran | project Trend);\r\nunion\r\n(print Count = toscalar(sp | summarize count()), Details = \"Spam Emails\", Ord = 1, Trend = spTrend),\r\n(print Count = toscalar(sp | summarize dcount(RecipientEmailAddress)), Details = \"Users Targeted\", Ord = 2, Trend = spTrend),\r\n(print Count = toscalar(sp | summarize dcount(SenderFromDomain)), Details = \"Sender Domains\", Ord = 3, Trend = spTrend),\r\n(print Count = toscalar(junk | summarize count()), Details = \"Sent to Junk\", Ord = 4, Trend = junkTrend)\r\n| sort by Ord asc\r\n| project Count, Details, Trend",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/15/content/query",
-          "sourceSha256": "6b196b757eb3f8aeef37ebdc74006b81a1a30b2d070a678ba80b8765f7c5143b",
-          "targetSha256": "6b196b757eb3f8aeef37ebdc74006b81a1a30b2d070a678ba80b8765f7c5143b"
-        },
-        {
-          "sourcePath": "/items/16/content/items/1/content/items/0/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "a28e74bfbbd4ebedca74681ae5fb0ce2a86f234832b90e21cb0c4e5e7b007f65"
-          },
-          "conversion": {
-            "sourceId": "/items/16/content/items/1/content/items/0/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query calculates the effectiveness of spam detections without edge data.\r\nlet minTime = toscalar(EmailEvents | summarize min(Timestamp));\r\nlet maxTime = toscalar(EmailEvents | summarize max(Timestamp));\r\n// baseQuery _FN_Admin_Submissions_SPM\r\nlet _FN_Admin_Submissions_SPM = toscalar(\r\nCloudAppEvents\r\n| where Timestamp between (minTime .. maxTime)\r\n| where ActionType == \"AdminSubmissionSubmitted\"\r\n| extend SubmissionType = tostring((parse_json(RawEventData)).SubmissionType)\r\n| extend NetworkMessageId = tostring((parse_json(RawEventData)).ObjectId)\r\n| where SubmissionType in (\"0\")\r\n| summarize count()\r\n);\r\n// baseQuery _FN_ZAP_Successful_Spam\r\nlet _FN_ZAP_Successful_Spam = toscalar(\r\nEmailPostDeliveryEvents\r\n| where ActionTrigger == \"SpecialAction\" and ActionType == \"Spam ZAP\" and ActionResult == \"Success\" and Timestamp between (minTime .. maxTime)\r\n| summarize count()\r\n    //Take all our Spam ZAP, and count how many messages we missed and successfully cleaned up.\r\n);\r\n// baseQuery _FN_ZAP_Unsuccessful_Spam\r\nlet _FN_ZAP_Unsuccessful_Spam = toscalar(\r\nEmailPostDeliveryEvents\r\n| where ActionTrigger == \"SpecialAction\" and ActionType == \"Spam ZAP\" and ActionResult != \"Success\" and Timestamp between (minTime .. maxTime)\r\n| summarize count()\r\n//Take all our Spam ZAP, and count how many messages we failed to clean up due to error or users/admins/API vendors getting to the message first.\r\n);\r\n// baseQuery _SPAM_ZAP_FP\r\nlet _SPAM_ZAP_FP = toscalar(\r\nEmailPostDeliveryEvents\r\n| where ActionTrigger == \"SpecialAction\" and Action has_any (\"Redelivery\",\"Reprocessed\") and Timestamp between (minTime .. maxTime)\r\n| join kind=leftsemi (\r\n            EmailEvents\r\n            | where Timestamp between (minTime ..maxTime )\r\n            | where ThreatTypes contains \"Spam\"\r\n            | project NetworkMessageId, ThreatTypes)\r\n            on NetworkMessageId\r\n| summarize count()\r\n// count all the FPs which were originally Spam, and when we TT'd them were not so we can subtract that from our mailfow catch, and therefore the total true bad.\r\n);\r\n// baseQuery _Spam_Mailflow\r\nlet _Spam_Mailflow = toscalar(\r\nEmailEvents\r\n| where EmailDirection == \"Inbound\" and ThreatTypes == \"Spam\" and Timestamp between (minTime .. maxTime)\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize count()\r\n// Get all the mailflow detected as SPM, then count all the NMIDs (not distinct)\r\n);\r\nprint\r\nEffectiveness_PostDelivery = abs(round(((toreal(toscalar(_FN_Admin_Submissions_SPM))+toreal(toscalar(_FN_ZAP_Unsuccessful_Spam)))/(toreal(toscalar(_Spam_Mailflow))+toreal(toscalar(_FN_ZAP_Successful_Spam))+toreal(toscalar(_FN_ZAP_Unsuccessful_Spam))+toreal(toscalar(_FN_Admin_Submissions_SPM))-toreal(toscalar(_SPAM_ZAP_FP)))*100-100),2))",
-            "resolvedTables": [
-              "CloudAppEvents",
-              "EmailEvents",
-              "EmailPostDeliveryEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              },
-              {
-                "sentinelTable": "EmailPostDeliveryEvents",
-                "ahTable": "EmailPostDeliveryEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 15,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/16/content/items/1/content/items/0/content/query",
-          "sourceSha256": "a28e74bfbbd4ebedca74681ae5fb0ce2a86f234832b90e21cb0c4e5e7b007f65",
-          "targetSha256": "a28e74bfbbd4ebedca74681ae5fb0ce2a86f234832b90e21cb0c4e5e7b007f65"
-        },
-        {
-          "sourcePath": "/items/16/content/items/1/content/items/1/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "238ae09c435a5406518596dc18426054e6d6dfc9d7c4df50704b41b1780cd2bf"
-          },
-          "conversion": {
-            "sourceId": "/items/16/content/items/1/content/items/1/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "let minTime = toscalar(EmailEvents | summarize min(Timestamp));\r\nlet maxTime = toscalar(EmailEvents | summarize max(Timestamp));\r\n// baseQuery _FN_Admin_Submissions_SPM\r\nlet _FN_Admin_Submissions_SPM = toscalar(\r\nCloudAppEvents\r\n| where Timestamp between (minTime .. maxTime)\r\n| where ActionType == \"AdminSubmissionSubmitted\"\r\n| extend SubmissionType = tostring((parse_json(RawEventData)).SubmissionType)\r\n| extend NetworkMessageId = tostring((parse_json(RawEventData)).ObjectId)\r\n| where SubmissionType in (\"0\")\r\n| summarize count()\r\n);\r\n// baseQuery _FN_ZAP_Successful_Spam\r\nlet _FN_ZAP_Successful_Spam = toscalar(\r\nEmailPostDeliveryEvents\r\n| where ActionTrigger == \"SpecialAction\" and ActionType == \"Spam ZAP\" and ActionResult == \"Success\" and Timestamp between (minTime .. maxTime)\r\n| summarize count()\r\n    //Take all our Spam ZAP, and count how many messages we missed and successfully cleaned up.\r\n);\r\n// baseQuery _FN_ZAP_Unsuccessful_Spam\r\nlet _FN_ZAP_Unsuccessful_Spam = toscalar(\r\nEmailPostDeliveryEvents\r\n| where ActionTrigger == \"SpecialAction\" and ActionType == \"Spam ZAP\" and ActionResult != \"Success\" and Timestamp between (minTime .. maxTime)\r\n| summarize count()\r\n//Take all our Spam ZAP, and count how many messages we failed to clean up due to error or users/admins/API vendors getting to the message first.\r\n);\r\n// baseQuery _SPAM_ZAP_FP\r\nlet _SPAM_ZAP_FP = toscalar(\r\nEmailPostDeliveryEvents\r\n| where ActionTrigger == \"SpecialAction\" and Action has_any (\"Redelivery\",\"Reprocessed\") and Timestamp between (minTime .. maxTime)\r\n| join kind=leftsemi (\r\n            EmailEvents\r\n            | where Timestamp between (minTime ..maxTime )\r\n            | where ThreatTypes contains \"Spam\"\r\n            | project NetworkMessageId, ThreatTypes)\r\n            on NetworkMessageId\r\n| summarize count()\r\n// count all the FPs which were originally Spam, and when we TT'd them were not so we can subtract that from our mailfow catch, and therefore the total true bad.\r\n);\r\n// baseQuery _Spam_Mailflow\r\nlet _Spam_Mailflow = toscalar(\r\nEmailEvents\r\n| where EmailDirection == \"Inbound\" and ThreatTypes == \"Spam\" and Timestamp between (minTime .. maxTime)\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize count()\r\n// Get all the mailflow detected as SPM, then count all the NMIDs (not distinct)\r\n);\r\nprint StatisticName=\"Spam Mailflow Minus FPs\", Value=toreal((toscalar(_Spam_Mailflow)) - toreal(toscalar(_SPAM_ZAP_FP)))\r\n| union (print StatisticName=\"Spam Admin FNs Submitted\", Value=toreal(toscalar(_FN_Admin_Submissions_SPM)))\r\n| union (print StatisticName=\"Spam FPs Reverse Zapped\", Value=toreal(toscalar(_SPAM_ZAP_FP)))\r\n| union (print StatisticName=\"Spam Zapped Successfully\", Value=toreal(toscalar(_FN_ZAP_Successful_Spam)))\r\n| union (print StatisticName=\"Spam NotZapped\", Value=toreal(toscalar(_FN_ZAP_Unsuccessful_Spam)))\r\n| union (print StatisticName=\"Spam Effectiveness Post Delivery %\", Value=abs(round(((toreal(toscalar(_FN_Admin_Submissions_SPM)) + toreal(toscalar(_FN_ZAP_Unsuccessful_Spam))) / (toreal(toscalar(_Spam_Mailflow)) + toreal(toscalar(_FN_ZAP_Successful_Spam)) + toreal(toscalar(_FN_ZAP_Unsuccessful_Spam)) + toreal(toscalar(_FN_Admin_Submissions_SPM)) - toreal(toscalar(_SPAM_ZAP_FP)))) * 100 - 100, 2)))\r\n| union (print StatisticName=\"Spam Effectiveness Pre-Delivery %\", Value=abs(round(((toreal(toscalar(_FN_Admin_Submissions_SPM)) + toreal(toscalar(_FN_ZAP_Unsuccessful_Spam)) + (toscalar(_FN_ZAP_Successful_Spam))) / (toreal(toscalar(_Spam_Mailflow)) + toreal(toscalar(_FN_ZAP_Successful_Spam)) + toreal(toscalar(_FN_ZAP_Unsuccessful_Spam)) + toreal(toscalar(_FN_Admin_Submissions_SPM)) - toreal(toscalar(_SPAM_ZAP_FP)))) * 100 - 100, 2 )))\r\n| project ['Statistic'] = StatisticName, Value",
-            "resolvedTables": [
-              "CloudAppEvents",
-              "EmailEvents",
-              "EmailPostDeliveryEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              },
-              {
-                "sentinelTable": "EmailPostDeliveryEvents",
-                "ahTable": "EmailPostDeliveryEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 15,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/16/content/items/1/content/items/1/content/query",
-          "sourceSha256": "238ae09c435a5406518596dc18426054e6d6dfc9d7c4df50704b41b1780cd2bf",
-          "targetSha256": "238ae09c435a5406518596dc18426054e6d6dfc9d7c4df50704b41b1780cd2bf"
-        },
-        {
-          "sourcePath": "/items/16/content/items/3/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "fe5a749c7e0a653d852395156da4cd7e7ce7ff1762e665d4cd777999277abeea"
-          },
-          "conversion": {
-            "sourceId": "/items/16/content/items/3/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Spam detections over time summarizing the data daily.\r\nlet gran = {Granularity};\r\nlet agg = materialize(EmailEvents \r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| where ThreatTypes has \"Spam\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize Count = count() by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from toscalar(agg | summarize min(Timestamp)) to toscalar(agg | summarize max(Timestamp)) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, SpamDetections = coalesce(Count, 0)\r\n| sort by Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/16/content/items/3/content/query",
-          "sourceSha256": "fe5a749c7e0a653d852395156da4cd7e7ce7ff1762e665d4cd777999277abeea",
-          "targetSha256": "fe5a749c7e0a653d852395156da4cd7e7ce7ff1762e665d4cd777999277abeea"
-        },
-        {
-          "sourcePath": "/items/17/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "c0470a13c60b55b6e4ce12d21e152594a1a40feb0185e87be6b806d9bb639e2b"
-          },
-          "conversion": {
-            "sourceId": "/items/17/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Spam detections over time summarizing the data daily by Delivery Location.\r\nlet gran = {Granularity};\r\nlet agg = materialize(EmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| where DetectionMethods has \"Spam\" and EmailDirection == \"Inbound\"\r\n| summarize TotalSpamDetections=count(), Quarantine=countif(DeliveryLocation == \"Quarantine\"), Junkfolder=countif(DeliveryLocation == \"Junk folder\"), Inbox=countif(DeliveryLocation == \"Inbox/folder\"), Failed=countif(DeliveryLocation == \"Failed\"), Dropped=countif(DeliveryLocation == \"Dropped\") by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from toscalar(agg | summarize min(Timestamp)) to toscalar(agg | summarize max(Timestamp)) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, TotalSpamDetections=coalesce(TotalSpamDetections,0), Quarantine=coalesce(Quarantine,0), Junkfolder=coalesce(Junkfolder,0), Inbox=coalesce(Inbox,0), Failed=coalesce(Failed,0), Dropped=coalesce(Dropped,0)\r\n| sort by Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/17/content/items/2/content/query",
-          "sourceSha256": "c0470a13c60b55b6e4ce12d21e152594a1a40feb0185e87be6b806d9bb639e2b",
-          "targetSha256": "c0470a13c60b55b6e4ce12d21e152594a1a40feb0185e87be6b806d9bb639e2b"
-        },
-        {
-          "sourcePath": "/items/17/content/items/4/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "01dd1fe6bc4a32ab61b2b9850669c2026f1acca5ebbbdb9b26ba708a81f1af1e"
-          },
-          "conversion": {
-            "sourceId": "/items/17/content/items/4/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Spam detections over time summarizing the data daily by various Spam Detection technologies/controls in Microsoft Defender for Office 365.\r\nlet gran = {Granularity};\r\nlet minTime = toscalar(EmailEvents | summarize min(Timestamp));\r\nlet maxTime = toscalar(EmailEvents | summarize max(Timestamp));\r\nlet agg = materialize(EmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| where DetectionMethods has \"Spam\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress)\r\n| summarize arg_max(Timestamp, *) by Key\r\n| mv-expand Details = parse_json(DetectionMethods).Spam to typeof(string)\r\n| where isnotempty(Details)\r\n| summarize Count = count() by Details, Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from bin(minTime, gran) to bin(maxTime, gran) step gran\r\n| extend d = 1 | join kind=inner (agg | distinct Details | extend d = 1) on d | project Timestamp, Details\r\n| join kind=leftouter (agg) on Timestamp, Details\r\n| project Timestamp, Details, Count = coalesce(Count, 0)\r\n| sort by Details asc, Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/17/content/items/4/content/query",
-          "sourceSha256": "01dd1fe6bc4a32ab61b2b9850669c2026f1acca5ebbbdb9b26ba708a81f1af1e",
-          "targetSha256": "01dd1fe6bc4a32ab61b2b9850669c2026f1acca5ebbbdb9b26ba708a81f1af1e"
-        },
-        {
-          "sourcePath": "/items/17/content/items/5/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "084647209d37f116cf1a204d17143575d79adf54e3f8450baca8fd358dc9b509"
-          },
-          "conversion": {
-            "sourceId": "/items/17/content/items/5/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Spam detections summarized by individual Spam detection technology/control in Microsoft Defender for Office 365.\r\n//Each technique is counted individually via mv-expand over DetectionMethods.Spam (matching the sibling trend line chart), so a message flagged by multiple techniques counts once per technique.\r\nEmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress)\r\n| summarize arg_max(Timestamp, *) by Key\r\n| where DetectionMethods has \"Spam\"\r\n| mv-expand Details = parse_json(DetectionMethods).Spam to typeof(string)\r\n| where isnotempty(Details)\r\n| summarize Count = count() by Details\r\n| sort by Count desc\r\n| project ['Detection Technology'] = Details, ['Detections'] = Count",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/17/content/items/5/content/query",
-          "sourceSha256": "084647209d37f116cf1a204d17143575d79adf54e3f8450baca8fd358dc9b509",
-          "targetSha256": "084647209d37f116cf1a204d17143575d79adf54e3f8450baca8fd358dc9b509"
-        },
-        {
-          "sourcePath": "/items/17/content/items/7/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "a7de4ffc8f7eb27db97b364965b34b9ec8a07e8fcfe5d069b5bf7a8d34a22b4d"
-          },
-          "conversion": {
-            "sourceId": "/items/17/content/items/7/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Spam detections summarizing the data by email sender IP address (SenderIPv4).\r\nEmailEvents \r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| where ThreatTypes has \"Spam\" and isnotempty(SenderIPv4)\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize count() by SenderIPv4\r\n| extend GeoInfo = geo_info_from_ip_address(SenderIPv4)\r\n| extend Latitude = tostring(GeoInfo.latitude), Longitude = tostring(GeoInfo.longitude)\r\n| project SenderIPv4, Latitude, Longitude, count_  ",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/17/content/items/7/content/query",
-          "sourceSha256": "a7de4ffc8f7eb27db97b364965b34b9ec8a07e8fcfe5d069b5bf7a8d34a22b4d",
-          "targetSha256": "a7de4ffc8f7eb27db97b364965b34b9ec8a07e8fcfe5d069b5bf7a8d34a22b4d"
-        },
-        {
-          "sourcePath": "/items/17/content/items/8/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "abe3f3e14822dc6298e344ededd703ec24e2997b07a30f795a42767adc476f0b"
-          },
-          "conversion": {
-            "sourceId": "/items/17/content/items/8/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Spam detections summarizing the data by email sender IP address and IP address country information (SenderIPv4).\r\nEmailEvents \r\n| where ThreatTypes has 'Spam' and isnotempty(SenderIPv4)\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| extend GeoInfo = geo_info_from_ip_address(SenderIPv4)\r\n| extend Country = tostring(GeoInfo.country)\r\n| summarize count() by Country\r\n| project Country, ['Spam Emails'] = count_\r\n| sort by ['Spam Emails'] desc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/17/content/items/8/content/query",
-          "sourceSha256": "abe3f3e14822dc6298e344ededd703ec24e2997b07a30f795a42767adc476f0b",
-          "targetSha256": "abe3f3e14822dc6298e344ededd703ec24e2997b07a30f795a42767adc476f0b"
-        },
-        {
-          "sourcePath": "/items/17/content/items/10/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "8a63fd07272a42368011810f1c3cb00be81d94a86868e94a0fc0747bda98aa3f"
-          },
-          "conversion": {
-            "sourceId": "/items/17/content/items/10/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total inbound emails which has any Bulk complaint level. It is summarizing the data by the various Bulk Complaint levels to understand how many messages are detected with each Bulk Complaint level.\r\nEmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| where EmailDirection == \"Inbound\" and isnotnull(BulkComplaintLevel)\r\n| summarize count() by BulkComplaintLevel\r\n| sort by BulkComplaintLevel desc\r\n| project ['Bulk Complaint Level'] = BulkComplaintLevel, Emails=count_",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/17/content/items/10/content/query",
-          "sourceSha256": "8a63fd07272a42368011810f1c3cb00be81d94a86868e94a0fc0747bda98aa3f",
-          "targetSha256": "8a63fd07272a42368011810f1c3cb00be81d94a86868e94a0fc0747bda98aa3f"
-        },
-        {
-          "sourcePath": "/items/17/content/items/11/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "51704280a4a6d8449a6de591364095c8ac023580aad92e90748958c6811c2326"
-          },
-          "conversion": {
-            "sourceId": "/items/17/content/items/11/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total inbound emails which has any Bulk complaint level. It is summarizing the data by the various Bulk Complaint levels and SenderFromDomain of the email sender. It provides insights how many messages are detected with each Bulk Complaint level for each sender domain.\r\nEmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| where EmailDirection == \"Inbound\" and isnotnull(BulkComplaintLevel)\r\n| summarize count() by BulkComplaintLevel, SenderFromDomain\r\n| top 10 by count_ desc\r\n| project ['Sender Domain'] = SenderFromDomain, ['Bulk Complaint Level'] = BulkComplaintLevel, Emails=count_",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/17/content/items/11/content/query",
-          "sourceSha256": "51704280a4a6d8449a6de591364095c8ac023580aad92e90748958c6811c2326",
-          "targetSha256": "51704280a4a6d8449a6de591364095c8ac023580aad92e90748958c6811c2326"
-        },
-        {
-          "sourcePath": "/items/18/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "78adf2f996597251405ce011ccd04e54e1dda00c5b7d4912c5e05cd125f7609d"
-          },
-          "conversion": {
-            "sourceId": "/items/18/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total inbound emails with Spam detections summarizing the data by the top 15 recipient email address (RecipientEmailAddress).\r\nEmailEvents \r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| where EmailDirection ==\"Inbound\" \r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize TotalEmailCount=count(),SpamEmailCount = countif(ThreatTypes has \"Spam\") by RecipientEmailAddress\r\n| extend Bad_Traffic_Percentage_Inbound = todouble(round(SpamEmailCount / todouble(TotalEmailCount)* 100, 2))\r\n| where SpamEmailCount !=0\r\n| top 15 by SpamEmailCount\r\n| project ['Recipient'] = RecipientEmailAddress, ['Spam Emails'] = SpamEmailCount, ['Total Inbound'] = TotalEmailCount, ['Bad Traffic %'] = Bad_Traffic_Percentage_Inbound",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/18/content/items/2/content/query",
-          "sourceSha256": "78adf2f996597251405ce011ccd04e54e1dda00c5b7d4912c5e05cd125f7609d",
-          "targetSha256": "78adf2f996597251405ce011ccd04e54e1dda00c5b7d4912c5e05cd125f7609d"
-        },
-        {
-          "sourcePath": "/items/18/content/items/4/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "bc7b742b68f85605fbb44ce79e3a721dbf9258eb6bf68430e710e92e5f704da3"
-          },
-          "conversion": {
-            "sourceId": "/items/18/content/items/4/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total inbound emails with Spam detections summarizing the data by the top 15 email sender P2 domain (SenderFromDomain). Adding additional insights for total inbound emails and bad traffic percentage for each sender domain.\r\nEmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| where EmailDirection == \"Inbound\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize TotalEmailCount = count(),\r\n            SpamEmailCount = countif(ThreatTypes has \"Spam\") by SenderFromDomain\r\n| extend Bad_Traffic_Percentage_Inbound = todouble(round(SpamEmailCount / todouble(TotalEmailCount) * 100, 2))\r\n| where SpamEmailCount !=0\r\n| top 15 by SpamEmailCount\r\n| project ['Sender Domain'] = SenderFromDomain, ['Spam Emails'] = SpamEmailCount, ['Total Inbound'] = TotalEmailCount, ['Bad Traffic %'] = Bad_Traffic_Percentage_Inbound",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/18/content/items/4/content/query",
-          "sourceSha256": "bc7b742b68f85605fbb44ce79e3a721dbf9258eb6bf68430e710e92e5f704da3",
-          "targetSha256": "bc7b742b68f85605fbb44ce79e3a721dbf9258eb6bf68430e710e92e5f704da3"
-        },
-        {
-          "sourcePath": "/items/20/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "c4f105af76862707cad18ad90f0cc5ca9122667bdb580b6150b0a122ab85fb8b"
-          },
-          "conversion": {
-            "sourceId": "/items/20/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//KPI summary of inbound email impersonation and spoof (BEC) detections for the selected period, with a per-period Trend series feeding each tile sparkline.\r\nlet gran = {Granularity};\r\nlet bec = EmailEvents | where EmailDirection == \"Inbound\" | where DetectionMethods has \"Impersonation\" or DetectionMethods has \"Spoof\";\r\nlet inbox = bec | where DeliveryLocation has \"Inbox\";\r\nlet becTrend = toscalar(bec | make-series Trend = count() default = 0 on Timestamp step gran | project Trend);\r\nlet inboxTrend = toscalar(inbox | make-series Trend = count() default = 0 on Timestamp step gran | project Trend);\r\nunion\r\n(print Count = toscalar(bec | summarize count()), Details = \"Impersonation / Spoof Emails\", Ord = 1, Trend = becTrend),\r\n(print Count = toscalar(bec | summarize dcount(RecipientEmailAddress)), Details = \"Users Targeted\", Ord = 2, Trend = becTrend),\r\n(print Count = toscalar(bec | summarize dcount(SenderFromDomain)), Details = \"Spoofed Sender Domains\", Ord = 3, Trend = becTrend),\r\n(print Count = toscalar(inbox | summarize count()), Details = \"Delivered to Inbox\", Ord = 4, Trend = inboxTrend)\r\n| sort by Ord asc\r\n| project Count, Details, Trend",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/20/content/query",
-          "sourceSha256": "c4f105af76862707cad18ad90f0cc5ca9122667bdb580b6150b0a122ab85fb8b",
-          "targetSha256": "c4f105af76862707cad18ad90f0cc5ca9122667bdb580b6150b0a122ab85fb8b"
-        },
-        {
-          "sourcePath": "/items/21/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "19c8169c55a32ba881163427e6775f54646e428c4c7d3f183237dfc4f5b80122"
-          },
-          "conversion": {
-            "sourceId": "/items/21/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Phish – Business Email Compromise (BEC) – Impersonation detections over time summarizing the data daily.\r\nlet gran = {Granularity};\r\nlet agg = materialize(EmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| where DetectionMethods has 'Impersonation'\r\n| summarize Count = count() by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from toscalar(agg | summarize min(Timestamp)) to toscalar(agg | summarize max(Timestamp)) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, ImpersonationDetections = coalesce(Count, 0)\r\n| sort by Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/21/content/items/2/content/query",
-          "sourceSha256": "19c8169c55a32ba881163427e6775f54646e428c4c7d3f183237dfc4f5b80122",
-          "targetSha256": "19c8169c55a32ba881163427e6775f54646e428c4c7d3f183237dfc4f5b80122"
-        },
-        {
-          "sourcePath": "/items/21/content/items/4/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "0a348831425415001b2848be6a4ab1393cd02e0d34042fca75837862b9f42dd8"
-          },
-          "conversion": {
-            "sourceId": "/items/21/content/items/4/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Phish – Business Email Compromise (BEC) – Impersonation detections over time summarizing the data daily by various Impersonation Detection technologies/controls in Microsoft Defender for Office 365.\r\nlet gran = {Granularity};\r\nlet minTime = toscalar(EmailEvents | summarize min(Timestamp));\r\nlet maxTime = toscalar(EmailEvents | summarize max(Timestamp));\r\nlet agg = materialize(EmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress)\r\n| summarize arg_max(Timestamp, *) by Key\r\n| where DetectionMethods has \"Phish\"\r\n| mv-expand Details = parse_json(DetectionMethods).Phish to typeof(string)\r\n| where Details has \"Impersonation\"\r\n| summarize Count = count() by Details, Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from bin(minTime, gran) to bin(maxTime, gran) step gran\r\n| extend d = 1 | join kind=inner (agg | distinct Details | extend d = 1) on d | project Timestamp, Details\r\n| join kind=leftouter (agg) on Timestamp, Details\r\n| project Timestamp, Details, Count = coalesce(Count, 0)\r\n| sort by Details asc, Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/21/content/items/4/content/query",
-          "sourceSha256": "0a348831425415001b2848be6a4ab1393cd02e0d34042fca75837862b9f42dd8",
-          "targetSha256": "0a348831425415001b2848be6a4ab1393cd02e0d34042fca75837862b9f42dd8"
-        },
-        {
-          "sourcePath": "/items/21/content/items/5/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "222ae168c6cb938f7b93b895788a390fb029a32e1664cb2789bc5fab6aeb11b5"
-          },
-          "conversion": {
-            "sourceId": "/items/21/content/items/5/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Phish - Business Email Compromise (BEC) - Impersonation detections summarized by individual detection technology/control in Microsoft Defender for Office 365.\r\n//Each technique is counted individually via mv-expand over DetectionMethods.Phish (matching the sibling trend line chart), so a message flagged by multiple techniques counts once per technique.\r\nEmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress)\r\n| summarize arg_max(Timestamp, *) by Key\r\n| where DetectionMethods has \"Phish\"\r\n| mv-expand Details = parse_json(DetectionMethods).Phish to typeof(string)\r\n| where Details has \"Impersonation\"\r\n| summarize Count = count() by Details\r\n| sort by Count desc\r\n| project ['Detection Technology'] = Details, ['Detections'] = Count",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/21/content/items/5/content/query",
-          "sourceSha256": "222ae168c6cb938f7b93b895788a390fb029a32e1664cb2789bc5fab6aeb11b5",
-          "targetSha256": "222ae168c6cb938f7b93b895788a390fb029a32e1664cb2789bc5fab6aeb11b5"
-        },
-        {
-          "sourcePath": "/items/21/content/items/7/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "7230d3dec852957a1977bc5cbd58bddca882e80fe7bdbecaeed68093d065df5e"
-          },
-          "conversion": {
-            "sourceId": "/items/21/content/items/7/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Phish – Business Email Compromise (BEC) – Impersonation detections summarizing the data by email sender IP address (SenderIPv4).\r\nEmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| where DetectionMethods has \"Impersonation\" and isnotempty(SenderIPv4)\r\n//| project Timestamp, EmailDirection, SenderFromAddress, AdditionalFields, SenderIPv4 \r\n| summarize count()by SenderIPv4\r\n| extend GeoInfo = geo_info_from_ip_address(SenderIPv4)\r\n| extend Latitude = tostring(GeoInfo.latitude), Longitude = tostring(GeoInfo.longitude)\r\n| project SenderIPv4, Latitude, Longitude, count_  ",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/21/content/items/7/content/query",
-          "sourceSha256": "7230d3dec852957a1977bc5cbd58bddca882e80fe7bdbecaeed68093d065df5e",
-          "targetSha256": "7230d3dec852957a1977bc5cbd58bddca882e80fe7bdbecaeed68093d065df5e"
-        },
-        {
-          "sourcePath": "/items/21/content/items/8/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "5b2791d69e5d49a1e94edfbf28e6131f53002bb9255f81ba6d9f55db046704d8"
-          },
-          "conversion": {
-            "sourceId": "/items/21/content/items/8/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Phish detections summarizing the data by email sender IP address and IP address country information (SenderIPv4).\r\nEmailEvents \r\n| where DetectionMethods has \"Impersonation\" and isnotempty(SenderIPv4)\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| extend GeoInfo = geo_info_from_ip_address(SenderIPv4)\r\n| extend Country = tostring(GeoInfo.country)\r\n| summarize count() by Country\r\n| project Country, ['Impersonation Emails'] = count_\r\n| sort by ['Impersonation Emails'] desc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/21/content/items/8/content/query",
-          "sourceSha256": "5b2791d69e5d49a1e94edfbf28e6131f53002bb9255f81ba6d9f55db046704d8",
-          "targetSha256": "5b2791d69e5d49a1e94edfbf28e6131f53002bb9255f81ba6d9f55db046704d8"
-        },
-        {
-          "sourcePath": "/items/21/content/items/10/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "83698c8e41887bef4abd2fe97ab3f556741c929628fb05d4d18e88a223c9df41"
-          },
-          "conversion": {
-            "sourceId": "/items/21/content/items/10/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Phish – Business Email Compromise (BEC) – Spoof detections over time summarizing the data daily.\r\nlet gran = {Granularity};\r\nlet agg = materialize(EmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| where DetectionMethods has 'Spoof'\r\n| summarize Count = count() by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from toscalar(agg | summarize min(Timestamp)) to toscalar(agg | summarize max(Timestamp)) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, SpoofDetections = coalesce(Count, 0)\r\n| sort by Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/21/content/items/10/content/query",
-          "sourceSha256": "83698c8e41887bef4abd2fe97ab3f556741c929628fb05d4d18e88a223c9df41",
-          "targetSha256": "83698c8e41887bef4abd2fe97ab3f556741c929628fb05d4d18e88a223c9df41"
-        },
-        {
-          "sourcePath": "/items/21/content/items/12/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "37a68140432a447f5c7af8dbdfda9bca62395fb84ec1e8a0ae8f005d73404490"
-          },
-          "conversion": {
-            "sourceId": "/items/21/content/items/12/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Phish – Business Email Compromise (BEC) – Spoof detections over time summarizing the data daily by various Spoof Detection technologies/controls in Microsoft Defender for Office 365.\r\nlet gran = {Granularity};\r\nlet minTime = toscalar(EmailEvents | summarize min(Timestamp));\r\nlet maxTime = toscalar(EmailEvents | summarize max(Timestamp));\r\nlet agg = materialize(EmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress)\r\n| summarize arg_max(Timestamp, *) by Key\r\n| where DetectionMethods has \"Phish\"\r\n| mv-expand Details = parse_json(DetectionMethods).Phish to typeof(string)\r\n| where Details has \"Spoof\"\r\n| summarize Count = count() by Details, Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from bin(minTime, gran) to bin(maxTime, gran) step gran\r\n| extend d = 1 | join kind=inner (agg | distinct Details | extend d = 1) on d | project Timestamp, Details\r\n| join kind=leftouter (agg) on Timestamp, Details\r\n| project Timestamp, Details, Count = coalesce(Count, 0)\r\n| sort by Details asc, Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/21/content/items/12/content/query",
-          "sourceSha256": "37a68140432a447f5c7af8dbdfda9bca62395fb84ec1e8a0ae8f005d73404490",
-          "targetSha256": "37a68140432a447f5c7af8dbdfda9bca62395fb84ec1e8a0ae8f005d73404490"
-        },
-        {
-          "sourcePath": "/items/21/content/items/13/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "4c9ff00bc3a99712b53534750ac48fda121b96ced9fbcdfaaa69da335fc6d14a"
-          },
-          "conversion": {
-            "sourceId": "/items/21/content/items/13/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Phish - Business Email Compromise (BEC) - Spoof detections summarized by individual detection technology/control in Microsoft Defender for Office 365.\r\n//Each technique is counted individually via mv-expand over DetectionMethods.Phish (matching the sibling trend line chart), so a message flagged by multiple techniques counts once per technique.\r\nEmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress)\r\n| summarize arg_max(Timestamp, *) by Key\r\n| where DetectionMethods has \"Phish\"\r\n| mv-expand Details = parse_json(DetectionMethods).Phish to typeof(string)\r\n| where Details has \"Spoof\"\r\n| summarize Count = count() by Details\r\n| sort by Count desc\r\n| project ['Detection Technology'] = Details, ['Detections'] = Count",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/21/content/items/13/content/query",
-          "sourceSha256": "4c9ff00bc3a99712b53534750ac48fda121b96ced9fbcdfaaa69da335fc6d14a",
-          "targetSha256": "4c9ff00bc3a99712b53534750ac48fda121b96ced9fbcdfaaa69da335fc6d14a"
-        },
-        {
-          "sourcePath": "/items/21/content/items/15/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "6d4e09079b6dccedc1d063269c18eeb986714a2bc0117b85d554b879415d29d3"
-          },
-          "conversion": {
-            "sourceId": "/items/21/content/items/15/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Phish – Business Email Compromise (BEC) – Spoof detections summarizing the data by email sender IP address (SenderIPv4).\r\nEmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| where DetectionMethods has \"Spoof\" and isnotempty(SenderIPv4)\r\n//| project Timestamp, EmailDirection, SenderFromAddress, AdditionalFields, SenderIPv4 \r\n| summarize count()by SenderIPv4\r\n| extend GeoInfo = geo_info_from_ip_address(SenderIPv4)\r\n| extend Latitude = tostring(GeoInfo.latitude), Longitude = tostring(GeoInfo.longitude)\r\n| project SenderIPv4, Latitude, Longitude, count_  ",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/21/content/items/15/content/query",
-          "sourceSha256": "6d4e09079b6dccedc1d063269c18eeb986714a2bc0117b85d554b879415d29d3",
-          "targetSha256": "6d4e09079b6dccedc1d063269c18eeb986714a2bc0117b85d554b879415d29d3"
-        },
-        {
-          "sourcePath": "/items/21/content/items/16/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "c1be2cd17e75ae46d3684fbb36345ffe412cf242cd59f72b21e72389fbf833ba"
-          },
-          "conversion": {
-            "sourceId": "/items/21/content/items/16/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Phish detections summarizing the data by email sender IP address and IP address country information (SenderIPv4).\r\nEmailEvents \r\n| where DetectionMethods has \"Spoof\" and isnotempty(SenderIPv4)\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| extend GeoInfo = geo_info_from_ip_address(SenderIPv4)\r\n| extend Country = tostring(GeoInfo.country)\r\n| summarize count() by Country\r\n| project Country, ['Spoof Emails'] = count_\r\n| sort by ['Spoof Emails'] desc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/21/content/items/16/content/query",
-          "sourceSha256": "c1be2cd17e75ae46d3684fbb36345ffe412cf242cd59f72b21e72389fbf833ba",
-          "targetSha256": "c1be2cd17e75ae46d3684fbb36345ffe412cf242cd59f72b21e72389fbf833ba"
-        },
-        {
-          "sourcePath": "/items/21/content/items/18/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "8de5a8ad15b74c19ef2783d043cf7c817e8c56340e9adbcf8abe387915d09ae6"
-          },
-          "conversion": {
-            "sourceId": "/items/21/content/items/18/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises top outbound recipient domains by outbound email volume and shows total number of inbound emails with Threats from the same domains (as inbound senders) \r\nEmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| where EmailDirection == \"Outbound\"\r\n| project RecipientDomain = tostring(split(RecipientEmailAddress, \"@\")[1])\r\n| summarize count() by RecipientDomain\r\n| project OutboundCount=count_, RecipientDomain, SenderFromDomain=RecipientDomain\r\n| join (EmailEvents | where EmailDirection == \"Inbound\" and isempty(ThreatTypes)==false) on SenderFromDomain\r\n| summarize max(OutboundCount),count() by SenderFromDomain\r\n| project SenderFromDomain, OutboundEmails=max_OutboundCount, IncomingEmailsWithThreats=count_\r\n| extend Bad_Traffic_Percentage = todouble(round(IncomingEmailsWithThreats / todouble(OutboundEmails) * 100, 2))\r\n| top 15 by OutboundEmails\r\n| project ['Sender Domain'] = SenderFromDomain, ['Outbound Emails'] = OutboundEmails, ['Inbound w/ Threats'] = IncomingEmailsWithThreats, ['Bad Traffic %'] = Bad_Traffic_Percentage",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/21/content/items/18/content/query",
-          "sourceSha256": "8de5a8ad15b74c19ef2783d043cf7c817e8c56340e9adbcf8abe387915d09ae6",
-          "targetSha256": "8de5a8ad15b74c19ef2783d043cf7c817e8c56340e9adbcf8abe387915d09ae6"
-        },
-        {
-          "sourcePath": "/items/21/content/items/20/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "c0d35624bc2b22f0fae34301c14aa1cddba46b1c14c9ba76ae471c7de9f59f39"
-          },
-          "conversion": {
-            "sourceId": "/items/21/content/items/20/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//Top recipients targeted by impersonation / BEC, with distinct senders, spoofed domains and how many landed in the inbox.\r\nEmailEvents\r\n| where EmailDirection == \"Inbound\"\r\n| where OrgLevelPolicy !in (\"Phishing simulation\", \"SecOps Mailbox\")\r\n| where DetectionMethods has \"Impersonation\"\r\n| extend Key = strcat(NetworkMessageId, \"-\", RecipientEmailAddress)\r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize ImpersonationEmails = count(),\r\n            DistinctSenders      = dcount(SenderFromAddress),\r\n            TopSpoofedDomains    = make_set(SenderFromDomain, 5),\r\n            DeliveredToInbox     = countif(DeliveryLocation has \"Inbox\")\r\n        by RecipientEmailAddress\r\n| top 20 by ImpersonationEmails\r\n| project ['Recipient'] = RecipientEmailAddress, ['Impersonation Emails'] = ImpersonationEmails, ['Distinct Senders'] = DistinctSenders, ['Top Spoofed Domains'] = strcat_array(TopSpoofedDomains, \", \"), ['Delivered to Inbox'] = DeliveredToInbox",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/21/content/items/20/content/query",
-          "sourceSha256": "c0d35624bc2b22f0fae34301c14aa1cddba46b1c14c9ba76ae471c7de9f59f39",
-          "targetSha256": "c0d35624bc2b22f0fae34301c14aa1cddba46b1c14c9ba76ae471c7de9f59f39"
-        },
-        {
-          "sourcePath": "/items/22/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "58b9016775f366c2cf992c083592ff71ae2135da153677b3f824c46f7a957ae1"
-          },
-          "conversion": {
-            "sourceId": "/items/22/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Spoof- DMARC fails summarizing the data daily.\r\nEmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| extend DMARCFail = (tostring(parse_json(AuthenticationDetails).DMARC) == \"fail\") \r\n| summarize DMARCFail = sum(DMARCFail) by bin (Timestamp,{Granularity})",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/22/content/items/2/content/query",
-          "sourceSha256": "58b9016775f366c2cf992c083592ff71ae2135da153677b3f824c46f7a957ae1",
-          "targetSha256": "58b9016775f366c2cf992c083592ff71ae2135da153677b3f824c46f7a957ae1"
-        },
-        {
-          "sourcePath": "/items/22/content/items/3/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "a28a9af539c2397ac3fd1c84ef7c2783d5a479e471df73be7ca43caace84e681"
-          },
-          "conversion": {
-            "sourceId": "/items/22/content/items/3/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Spoof- DKIM fails summarizing the data daily.\r\nEmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| extend DKIMFail = (tostring(parse_json(AuthenticationDetails).DKIM) == \"fail\") \r\n| summarize DKIMFail = sum(DKIMFail) by bin (Timestamp,{Granularity})",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/22/content/items/3/content/query",
-          "sourceSha256": "a28a9af539c2397ac3fd1c84ef7c2783d5a479e471df73be7ca43caace84e681",
-          "targetSha256": "a28a9af539c2397ac3fd1c84ef7c2783d5a479e471df73be7ca43caace84e681"
-        },
-        {
-          "sourcePath": "/items/22/content/items/4/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "41d09c9e789532d07dc69ecc411bc68133aafd96989cf4e02eeb42b33d2c8d01"
-          },
-          "conversion": {
-            "sourceId": "/items/22/content/items/4/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Spoof- SPF fails summarizing the data daily.\r\nEmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| extend SPFFail = (tostring(parse_json(AuthenticationDetails).SPF) == \"fail\") \r\n| summarize SPFFail = sum(SPFFail) by bin (Timestamp,{Granularity})",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/22/content/items/4/content/query",
-          "sourceSha256": "41d09c9e789532d07dc69ecc411bc68133aafd96989cf4e02eeb42b33d2c8d01",
-          "targetSha256": "41d09c9e789532d07dc69ecc411bc68133aafd96989cf4e02eeb42b33d2c8d01"
-        },
-        {
-          "sourcePath": "/items/22/content/items/5/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "ea61c1a26e95808521fbe8cbdbdcf1d04ea9085ee24a39412cb680dc728a73c3"
-          },
-          "conversion": {
-            "sourceId": "/items/22/content/items/5/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Spoof- Composite Authentication fails summarizing the data daily.\r\nEmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| extend CompAuthFail = (tostring(parse_json(AuthenticationDetails).CompAuth) == \"fail\") \r\n| summarize CompAuthFail = sum(CompAuthFail) by bin (Timestamp,{Granularity})",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/22/content/items/5/content/query",
-          "sourceSha256": "ea61c1a26e95808521fbe8cbdbdcf1d04ea9085ee24a39412cb680dc728a73c3",
-          "targetSha256": "ea61c1a26e95808521fbe8cbdbdcf1d04ea9085ee24a39412cb680dc728a73c3"
-        },
-        {
-          "sourcePath": "/items/22/content/items/7/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "c77a0ff030a3dd2b738f7fd66ac24d6eabd640f0edcfad21a2e4de669dff53f7"
-          },
-          "conversion": {
-            "sourceId": "/items/22/content/items/7/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Spoof-DMARC fails detections summarizing the data by the top 10 email sender P2 domain (SenderFromDomain) and sender P1 domain (SenderMailFromDomain). Adding additional insights for total inbound emails and DMARC fail traffic percentage for each sender domain.\r\nEmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| where EmailDirection == \"Inbound\"\r\n| summarize TotalEmailCount = count(),\r\n            DMARCFailCount = countif(set_has_element(parse_json(DetectionMethods).Phish, \"Spoof DMARC\")) by P1Sender=SenderMailFromDomain, P2Sender=SenderFromDomain\r\n| extend DMARCFail_Traffic_Percentage = todouble(round(DMARCFailCount / todouble(TotalEmailCount) * 100, 2))\r\n| where DMARCFailCount !=0\r\n| top 10 by DMARCFailCount\r\n| project ['P1 Sender'] = P1Sender, ['P2 Sender'] = P2Sender, ['DMARC Failures'] = DMARCFailCount, ['Total Inbound'] = TotalEmailCount, ['DMARC Fail %'] = DMARCFail_Traffic_Percentage",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/22/content/items/7/content/query",
-          "sourceSha256": "c77a0ff030a3dd2b738f7fd66ac24d6eabd640f0edcfad21a2e4de669dff53f7",
-          "targetSha256": "c77a0ff030a3dd2b738f7fd66ac24d6eabd640f0edcfad21a2e4de669dff53f7"
-        },
-        {
-          "sourcePath": "/items/22/content/items/9/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "47768c7215fdf1bf634a0a9b52fe50f8e37e04820aed240d40b792a2e944cd9f"
-          },
-          "conversion": {
-            "sourceId": "/items/22/content/items/9/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Phish-Spoof-external domain detections summarizing the data by the top 10 email sender P2 domain (SenderFromDomain) and sender P1 domain (SenderMailFromDomain). Adding additional insights for total inbound emails and Spoof external domain detection traffic percentage for each sender domain.\r\nEmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| where EmailDirection == \"Inbound\"\r\n| summarize TotalEmailCount = count(),\r\n            SpoofExternalCount = countif(set_has_element(parse_json(DetectionMethods).Phish, \"Spoof external domain\")) by P1Sender=SenderMailFromDomain, P2Sender=SenderFromDomain\r\n| extend SpoofExternal_Traffic_Percentage = todouble(round(SpoofExternalCount / todouble(TotalEmailCount) * 100, 2))\r\n| where SpoofExternalCount !=0\r\n| top 10 by SpoofExternalCount\r\n| project ['P1 Sender'] = P1Sender, ['P2 Sender'] = P2Sender, ['Spoof External'] = SpoofExternalCount, ['Total Inbound'] = TotalEmailCount, ['Spoof External %'] = SpoofExternal_Traffic_Percentage",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/22/content/items/9/content/query",
-          "sourceSha256": "47768c7215fdf1bf634a0a9b52fe50f8e37e04820aed240d40b792a2e944cd9f",
-          "targetSha256": "47768c7215fdf1bf634a0a9b52fe50f8e37e04820aed240d40b792a2e944cd9f"
-        },
-        {
-          "sourcePath": "/items/22/content/items/11/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "7dce088cd958bf29049a469802daad4299c5cba83a4f3703a93131ee18525824"
-          },
-          "conversion": {
-            "sourceId": "/items/22/content/items/11/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Phish-Spoof-internal domain detections summarizing the data by the top 10 email sender P2 domain (SenderFromDomain) and sender P1 domain (SenderMailFromDomain). Adding additional insights for total inbound emails and Spoof internal domain detection traffic percentage for each sender domain.\r\nEmailEvents\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| where EmailDirection == \"Inbound\"\r\n| summarize TotalEmailCount = count(),\r\n            SpoofInternalCount = countif(set_has_element(parse_json(DetectionMethods).Phish, \"Spoof intra-org\")) by P1Sender=SenderMailFromDomain, P2Sender=SenderFromDomain\r\n| extend SpoofInternal_Traffic_Percentage = todouble(round(SpoofInternalCount / todouble(TotalEmailCount) * 100, 2))\r\n| where SpoofInternalCount !=0\r\n| top 10 by SpoofInternalCount\r\n| project ['P1 Sender'] = P1Sender, ['P2 Sender'] = P2Sender, ['Spoof Internal'] = SpoofInternalCount, ['Total Inbound'] = TotalEmailCount, ['Spoof Internal %'] = SpoofInternal_Traffic_Percentage",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/22/content/items/11/content/query",
-          "sourceSha256": "7dce088cd958bf29049a469802daad4299c5cba83a4f3703a93131ee18525824",
-          "targetSha256": "7dce088cd958bf29049a469802daad4299c5cba83a4f3703a93131ee18525824"
-        },
-        {
-          "sourcePath": "/items/23/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "c5790761884246424b5b0bb4f99d1c87fc14a5ba40d87397d14df2e97c4c963c"
-          },
-          "conversion": {
-            "sourceId": "/items/23/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query lists external email senders seen for the first time in the selected period (most recent first), surfacing new/first-contact senders. In tenants with longer history this highlights genuinely new relationships - a common precursor to BEC and supply-chain attacks.\r\n// TIP: to hide your own accepted domains, uncomment the ExcludeDomains line and the matching where-clause.\r\n//let ExcludeDomains = dynamic([\"contoso.com\",\"fabrikam.com\"]);\r\nEmailEvents\r\n| where EmailDirection == \"Inbound\"\r\n| extend SenderDomain = tostring(split(SenderFromAddress, \"@\")[1])\r\n| where isnotempty(SenderFromAddress)\r\n//| where SenderDomain !in~ (ExcludeDomains)\r\n| summarize FirstSeen=min(Timestamp), Messages=count(), ThreatMessages=countif(isnotempty(ThreatTypes)) by SenderFromAddress, SenderDomain\r\n| top 20 by FirstSeen desc\r\n| project ['Sender']=SenderFromAddress, ['Sender Domain']=SenderDomain, ['First Seen']=FirstSeen, Messages, ['Threat Messages']=ThreatMessages",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/23/content/items/2/content/query",
-          "sourceSha256": "c5790761884246424b5b0bb4f99d1c87fc14a5ba40d87397d14df2e97c4c963c",
-          "targetSha256": "c5790761884246424b5b0bb4f99d1c87fc14a5ba40d87397d14df2e97c4c963c"
-        },
-        {
-          "sourcePath": "/items/23/content/items/4/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "3b57a1805ed80603ed532a37c949b325e6089df1020df9f12dc3173efc2de493"
-          },
-          "conversion": {
-            "sourceId": "/items/23/content/items/4/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query lists external sender domains seen for the first time in the selected period that already carried threats, ranked by most-recently first seen. A brand-new domain sending threats to your users is a strong early-warning signal for phishing and BEC.\r\n// TIP: to hide your own accepted domains, uncomment the ExcludeDomains line and the matching where-clause.\r\n//let ExcludeDomains = dynamic([\"contoso.com\",\"fabrikam.com\"]);\r\nEmailEvents\r\n| where EmailDirection == \"Inbound\"\r\n| extend SenderDomain = tostring(split(SenderFromAddress, \"@\")[1])\r\n| where isnotempty(SenderDomain)\r\n//| where SenderDomain !in~ (ExcludeDomains)\r\n| summarize FirstSeen=min(Timestamp), LastSeen=max(Timestamp), Messages=count(), Senders=dcount(SenderFromAddress), Recipients=dcount(RecipientEmailAddress), ThreatMessages=countif(isnotempty(ThreatTypes)) by SenderDomain\r\n| where ThreatMessages > 0\r\n| top 20 by FirstSeen desc\r\n| project ['Sender Domain']=SenderDomain, ['First Seen']=FirstSeen, Messages, Senders, Recipients, ['Threat Messages']=ThreatMessages, ['Last Seen']=LastSeen",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/23/content/items/4/content/query",
-          "sourceSha256": "3b57a1805ed80603ed532a37c949b325e6089df1020df9f12dc3173efc2de493",
-          "targetSha256": "3b57a1805ed80603ed532a37c949b325e6089df1020df9f12dc3173efc2de493"
-        },
-        {
-          "sourcePath": "/items/25/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "b4352c617373ee0d8c94c692bce5613e67cb7612fa7922e78ac78634aa714714"
-          },
-          "conversion": {
-            "sourceId": "/items/25/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//KPI summary of URL threat protection (Safe Links clicks and URLs seen in email) for the selected period, with a per-period Trend series feeding each tile sparkline.\r\nlet gran = {Granularity};\r\nlet clicks = UrlClickEvents;\r\nlet blocked = clicks | where ActionType in (\"ClickBlocked\",\"ClickBlockedByTenantPolicy\");\r\nlet allowed = clicks | where ActionType == \"ClickAllowed\";\r\nlet blockedTrend = toscalar(blocked | make-series Trend = count() default = 0 on Timestamp step gran | project Trend);\r\nlet allowedTrend = toscalar(allowed | make-series Trend = count() default = 0 on Timestamp step gran | project Trend);\r\nlet usersTrend = toscalar(clicks | make-series Trend = dcount(AccountUpn) default = 0 on Timestamp step gran | project Trend);\r\nlet urlsTrend = toscalar(EmailUrlInfo | make-series Trend = dcount(Url) default = 0 on Timestamp step gran | project Trend);\r\nunion\r\n(print Count = toscalar(blocked | summarize count()), Details = \"Malicious Clicks Blocked\", Ord = 1, Trend = blockedTrend),\r\n(print Count = toscalar(allowed | summarize count()), Details = \"Clicks Allowed Through\", Ord = 2, Trend = allowedTrend),\r\n(print Count = toscalar(clicks | summarize dcount(AccountUpn)), Details = \"Users Clicking Links\", Ord = 3, Trend = usersTrend),\r\n(print Count = toscalar(EmailUrlInfo | summarize dcount(Url)), Details = \"Distinct URLs in Email\", Ord = 4, Trend = urlsTrend)\r\n| sort by Ord asc\r\n| project Count, Details, Trend",
-            "resolvedTables": [
-              "EmailUrlInfo",
-              "UrlClickEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailUrlInfo",
-                "ahTable": "EmailUrlInfo",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 7,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "UrlClickEvents",
-                "ahTable": "UrlClickEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 16,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/25/content/query",
-          "sourceSha256": "b4352c617373ee0d8c94c692bce5613e67cb7612fa7922e78ac78634aa714714",
-          "targetSha256": "b4352c617373ee0d8c94c692bce5613e67cb7612fa7922e78ac78634aa714714"
-        },
-        {
-          "sourcePath": "/items/26/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "9daabfabfcb9f9a343c05b6a9a3628be01341908ce2121be22d85a4883057a46"
-          },
-          "conversion": {
-            "sourceId": "/items/26/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Malware detections over time summarizing the data daily by various Malware URL threat based detection technologies/controls in Microsoft Defender for Office 365.\r\nlet gran = {Granularity};\r\nlet agg = materialize(EmailEvents\r\n| where DetectionMethods has 'Malware'\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| extend ParsedMethods = parse_json(DetectionMethods)\r\n| mv-expand MalwareMethod = ParsedMethods.Malware\r\n| where MalwareMethod contains \"URL\"\r\n| summarize Count = count() by MalwareMethod = tostring(MalwareMethod), Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from toscalar(agg | summarize min(Timestamp)) to toscalar(agg | summarize max(Timestamp)) step gran\r\n| extend d = 1 | join kind=inner (agg | distinct MalwareMethod | extend d = 1) on d | project Timestamp, MalwareMethod\r\n| join kind=leftouter (agg) on Timestamp, MalwareMethod\r\n| project Timestamp, MalwareMethod, Count = coalesce(Count, 0)\r\n| sort by MalwareMethod asc, Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/26/content/items/2/content/query",
-          "sourceSha256": "9daabfabfcb9f9a343c05b6a9a3628be01341908ce2121be22d85a4883057a46",
-          "targetSha256": "9daabfabfcb9f9a343c05b6a9a3628be01341908ce2121be22d85a4883057a46"
-        },
-        {
-          "sourcePath": "/items/26/content/items/4/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "c6bcb12df3ef848861601923d5e929e0aca00db63f4ee330eca357d9ad0d23f3"
-          },
-          "conversion": {
-            "sourceId": "/items/26/content/items/4/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total emails with Phishing detections over time summarizing the data daily by various Phishing URL threat based detection technologies/controls in Microsoft Defender for Office 365.\r\nlet gran = {Granularity};\r\nlet agg = materialize(EmailEvents\r\n| where DetectionMethods has 'Phish'\r\n| where OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| extend ParsedMethods = parse_json(DetectionMethods)\r\n| mv-expand PhishMethod = ParsedMethods.Phish\r\n| where PhishMethod contains \"URL\"\r\n| summarize Count = count() by PhishMethod = tostring(PhishMethod), Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from toscalar(agg | summarize min(Timestamp)) to toscalar(agg | summarize max(Timestamp)) step gran\r\n| extend d = 1 | join kind=inner (agg | distinct PhishMethod | extend d = 1) on d | project Timestamp, PhishMethod\r\n| join kind=leftouter (agg) on Timestamp, PhishMethod\r\n| project Timestamp, PhishMethod, Count = coalesce(Count, 0)\r\n| sort by PhishMethod asc, Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/26/content/items/4/content/query",
-          "sourceSha256": "c6bcb12df3ef848861601923d5e929e0aca00db63f4ee330eca357d9ad0d23f3",
-          "targetSha256": "c6bcb12df3ef848861601923d5e929e0aca00db63f4ee330eca357d9ad0d23f3"
-        },
-        {
-          "sourcePath": "/items/26/content/items/7/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "136feab1afc6191911f3781f8201b9e02054f87628fe384f51b0053e4b212071"
-          },
-          "conversion": {
-            "sourceId": "/items/26/content/items/7/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "let gran = {Granularity};\r\nlet minTime = toscalar(EmailEvents | summarize min(Timestamp));\r\nlet maxTime = toscalar(EmailEvents | summarize max(Timestamp));\r\nlet agg = materialize(EmailEvents\r\n| where EmailDirection == \"Inbound\" \r\n| where DetectionMethods has \"Url\"\r\n| join EmailUrlInfo on NetworkMessageId\r\n| where UrlLocation == \"QRCode\"\r\n| summarize [\"Phish QR Detection\"]=countif(parse_json(DetectionMethods).Phish has \"URL\"), [\"Malware QR Detection\"]=countif(parse_json(DetectionMethods).Malware has \"URL\"), [\"Spam QR Detection\"]=countif(parse_json(DetectionMethods).Spam has \"URL\") by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from bin(minTime, gran) to bin(maxTime, gran) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, [\"Phish QR Detection\"]=coalesce([\"Phish QR Detection\"],0), [\"Malware QR Detection\"]=coalesce([\"Malware QR Detection\"],0), [\"Spam QR Detection\"]=coalesce([\"Spam QR Detection\"],0)\r\n| sort by Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents",
-              "EmailUrlInfo"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              },
-              {
-                "sentinelTable": "EmailUrlInfo",
-                "ahTable": "EmailUrlInfo",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 7,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/26/content/items/7/content/query",
-          "sourceSha256": "136feab1afc6191911f3781f8201b9e02054f87628fe384f51b0053e4b212071",
-          "targetSha256": "136feab1afc6191911f3781f8201b9e02054f87628fe384f51b0053e4b212071"
-        },
-        {
-          "sourcePath": "/items/26/content/items/8/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "3629b626438ea9a517079ccccb7998cfa0f2f23d6b901a435b17db6fa975f169"
-          },
-          "conversion": {
-            "sourceId": "/items/26/content/items/8/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises where URL's have been scanned identified from various locations in emails\r\nEmailUrlInfo\r\n| summarize  count() by UrlLocation",
-            "resolvedTables": [
-              "EmailUrlInfo"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailUrlInfo",
-                "ahTable": "EmailUrlInfo",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 7,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/26/content/items/8/content/query",
-          "sourceSha256": "3629b626438ea9a517079ccccb7998cfa0f2f23d6b901a435b17db6fa975f169",
-          "targetSha256": "3629b626438ea9a517079ccccb7998cfa0f2f23d6b901a435b17db6fa975f169"
-        },
-        {
-          "sourcePath": "/items/27/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "de9936de60014beaf4994b55a62748796df10357de12757d8a45935de883aa77"
-          },
-          "conversion": {
-            "sourceId": "/items/27/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "// Generates a time-series analysis for blocked URL click events from the 'UrlClickEvents' table\r\nlet gran = {Granularity};\r\nlet minTime = toscalar(EmailEvents | summarize min(Timestamp));\r\nlet maxTime = toscalar(EmailEvents | summarize max(Timestamp));\r\nlet agg = materialize(UrlClickEvents\r\n| where isnotempty(ActionType)\r\n| where ActionType has_any(\"ClickBlocked\")\r\n| summarize Count = count() by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from bin(minTime, gran) to bin(maxTime, gran) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, BlockedClicks = coalesce(Count, 0)\r\n| sort by Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents",
-              "UrlClickEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              },
-              {
-                "sentinelTable": "UrlClickEvents",
-                "ahTable": "UrlClickEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 16,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/27/content/items/2/content/query",
-          "sourceSha256": "de9936de60014beaf4994b55a62748796df10357de12757d8a45935de883aa77",
-          "targetSha256": "de9936de60014beaf4994b55a62748796df10357de12757d8a45935de883aa77"
-        },
-        {
-          "sourcePath": "/items/27/content/items/3/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "d64b0ab24acbc83afb51a6cdd483334e3fa2104a6254214d051b53905d37212d"
-          },
-          "conversion": {
-            "sourceId": "/items/27/content/items/3/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the total ammount of click attempts on URL's with detections split by the different threat types identified\r\nUrlClickEvents\r\n| where isnotempty(ThreatTypes)\r\n| summarize count() by ThreatTypes",
-            "resolvedTables": [
-              "UrlClickEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "UrlClickEvents",
-                "ahTable": "UrlClickEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 16,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/27/content/items/3/content/query",
-          "sourceSha256": "d64b0ab24acbc83afb51a6cdd483334e3fa2104a6254214d051b53905d37212d",
-          "targetSha256": "d64b0ab24acbc83afb51a6cdd483334e3fa2104a6254214d051b53905d37212d"
-        },
-        {
-          "sourcePath": "/items/27/content/items/6/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "744fd3158cce723e09e1dc24686787d492bae7d213699246837e5936806f0197"
-          },
-          "conversion": {
-            "sourceId": "/items/27/content/items/6/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises different URL click event types by action (e.g., blocked, allowed, pending verdict, error pages, and clicked through), summarizing the data daily\r\nlet gran = {Granularity};\r\nlet minTime = toscalar(EmailEvents | summarize min(Timestamp));\r\nlet maxTime = toscalar(EmailEvents | summarize max(Timestamp));\r\nlet agg = materialize(UrlClickEvents\r\n| where isnotempty(ActionType)\r\n| summarize ClickBlocked=countif(ActionType has_any(\"ClickBlocked\")), ClickAllowed=countif(ActionType has_any(\"ClickAllowed\")), PendingVerdict=countif(ActionType has_any(\"UrlScanInProgress\")), ErrorPage=countif(ActionType has_any(\"UrlErrorPage\")), ClickedThrough=countif(IsClickedThrough == true) by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from bin(minTime, gran) to bin(maxTime, gran) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, ClickBlocked=coalesce(ClickBlocked,0), ClickAllowed=coalesce(ClickAllowed,0), PendingVerdict=coalesce(PendingVerdict,0), ErrorPage=coalesce(ErrorPage,0), ClickedThrough=coalesce(ClickedThrough,0)\r\n| sort by Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents",
-              "UrlClickEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              },
-              {
-                "sentinelTable": "UrlClickEvents",
-                "ahTable": "UrlClickEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 16,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/27/content/items/6/content/query",
-          "sourceSha256": "744fd3158cce723e09e1dc24686787d492bae7d213699246837e5936806f0197",
-          "targetSha256": "744fd3158cce723e09e1dc24686787d492bae7d213699246837e5936806f0197"
-        },
-        {
-          "sourcePath": "/items/27/content/items/7/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "8429ae089810f55dc95903d431c16664edf954083e661b7a073a232c8f4eba90"
-          },
-          "conversion": {
-            "sourceId": "/items/27/content/items/7/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises where URL clicks scanned by the Workload the click happened from\r\nUrlClickEvents\r\n| summarize  count() by Workload",
-            "resolvedTables": [
-              "UrlClickEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "UrlClickEvents",
-                "ahTable": "UrlClickEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 16,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/27/content/items/7/content/query",
-          "sourceSha256": "8429ae089810f55dc95903d431c16664edf954083e661b7a073a232c8f4eba90",
-          "targetSha256": "8429ae089810f55dc95903d431c16664edf954083e661b7a073a232c8f4eba90"
-        },
-        {
-          "sourcePath": "/items/27/content/items/10/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "eaf620ac0615ffcdfc3897483b5032a495ab79fd549ab9632890d43ff5829b7d"
-          },
-          "conversion": {
-            "sourceId": "/items/27/content/items/10/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises blocked URL click event types by Workload (e.g., Email, Teams, Office, Microsoft 365 Copilot), summarizing the data daily\r\nlet gran = {Granularity};\r\nlet minTime = toscalar(EmailEvents | summarize min(Timestamp));\r\nlet maxTime = toscalar(EmailEvents | summarize max(Timestamp));\r\nlet agg = materialize(UrlClickEvents\r\n| where ActionType ==\"ClickBlocked\"\r\n| summarize Teams=countif(Workload==\"Teams\"), Office=countif(Workload==\"Office\"), Email=countif(Workload==\"Email\"), Copilot=countif(Workload==\"Copilot\") by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from bin(minTime, gran) to bin(maxTime, gran) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, Teams=coalesce(Teams,0), Office=coalesce(Office,0), Email=coalesce(Email,0), Copilot=coalesce(Copilot,0)\r\n| sort by Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents",
-              "UrlClickEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              },
-              {
-                "sentinelTable": "UrlClickEvents",
-                "ahTable": "UrlClickEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 16,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/27/content/items/10/content/query",
-          "sourceSha256": "eaf620ac0615ffcdfc3897483b5032a495ab79fd549ab9632890d43ff5829b7d",
-          "targetSha256": "eaf620ac0615ffcdfc3897483b5032a495ab79fd549ab9632890d43ff5829b7d"
-        },
-        {
-          "sourcePath": "/items/27/content/items/11/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "0bf2451c7dfd76eee94ff4124828ce2b680dbd19e088d2349a438a86a150e1d1"
-          },
-          "conversion": {
-            "sourceId": "/items/27/content/items/11/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the total ammount of click-through activities on URL's with detections split by the source client\r\nUrlClickEvents \r\n| where IsClickedThrough !=\"0\"\r\n| where isnotempty(ThreatTypes) \r\n| summarize count() by Workload",
-            "resolvedTables": [
-              "UrlClickEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "UrlClickEvents",
-                "ahTable": "UrlClickEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 16,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/27/content/items/11/content/query",
-          "sourceSha256": "0bf2451c7dfd76eee94ff4124828ce2b680dbd19e088d2349a438a86a150e1d1",
-          "targetSha256": "0bf2451c7dfd76eee94ff4124828ce2b680dbd19e088d2349a438a86a150e1d1"
-        },
-        {
-          "sourcePath": "/items/27/content/items/13/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "38b2d7e0174c44ebdbf8a4c715c5adfbd101c732af0b9d346b36583eeee59f5a"
-          },
-          "conversion": {
-            "sourceId": "/items/27/content/items/13/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query shows the top 20 URL's that have a detection associated with the most ammount of clicks registered \r\nUrlClickEvents\r\n| where ThreatTypes !=\"\"\r\n| summarize count() by Url, ThreatTypes, ActionType, Workload\r\n| top 20 by count_\r\n| project ['URL']=Url, ['Threat Types']=ThreatTypes, ['Action Type']=ActionType, Workload, ['Click Count']=count_",
-            "resolvedTables": [
-              "UrlClickEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "UrlClickEvents",
-                "ahTable": "UrlClickEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 16,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/27/content/items/13/content/query",
-          "sourceSha256": "38b2d7e0174c44ebdbf8a4c715c5adfbd101c732af0b9d346b36583eeee59f5a",
-          "targetSha256": "38b2d7e0174c44ebdbf8a4c715c5adfbd101c732af0b9d346b36583eeee59f5a"
-        },
-        {
-          "sourcePath": "/items/28/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "db5f05baf90ec7c16a38f3233a08b5a6e7269dce3e582c57e664ddc428032b2c"
-          },
-          "conversion": {
-            "sourceId": "/items/28/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the top 10 users with click attempts on URL's with malware detections\r\nUrlClickEvents\r\n| summarize TotalClickCount=count(),MalwareClickCount = countif(ThreatTypes has \"Malware\") by AccountUpn\r\n| extend Bad_Click_Percentage = todouble(round(MalwareClickCount / todouble(TotalClickCount) *100, 2))\r\n| where MalwareClickCount !=0\r\n| sort by MalwareClickCount desc\r\n| top 15 by MalwareClickCount\r\n| project ['User']=AccountUpn, ['Malware Clicks']=MalwareClickCount, ['Total Clicks']=TotalClickCount, ['Bad Click %']=Bad_Click_Percentage",
-            "resolvedTables": [
-              "UrlClickEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "UrlClickEvents",
-                "ahTable": "UrlClickEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 16,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/28/content/items/2/content/query",
-          "sourceSha256": "db5f05baf90ec7c16a38f3233a08b5a6e7269dce3e582c57e664ddc428032b2c",
-          "targetSha256": "db5f05baf90ec7c16a38f3233a08b5a6e7269dce3e582c57e664ddc428032b2c"
-        },
-        {
-          "sourcePath": "/items/28/content/items/4/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "07a9bf36177e24ca6af9f2a2db7e5a2de3717ae986fee891f6a70908ec57aad0"
-          },
-          "conversion": {
-            "sourceId": "/items/28/content/items/4/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the top 10 users with click attempts on URL's with Phish detections\r\nUrlClickEvents\r\n| summarize TotalClickCount=count(),PhishClickCount = countif(ThreatTypes has \"Phish\") by AccountUpn\r\n| extend Bad_Click_Percentage = todouble(round(PhishClickCount / todouble(TotalClickCount) *100, 2))\r\n| where PhishClickCount !=0\r\n| sort by PhishClickCount desc\r\n| top 15 by PhishClickCount\r\n| project ['User']=AccountUpn, ['Phish Clicks']=PhishClickCount, ['Total Clicks']=TotalClickCount, ['Bad Click %']=Bad_Click_Percentage",
-            "resolvedTables": [
-              "UrlClickEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "UrlClickEvents",
-                "ahTable": "UrlClickEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 16,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/28/content/items/4/content/query",
-          "sourceSha256": "07a9bf36177e24ca6af9f2a2db7e5a2de3717ae986fee891f6a70908ec57aad0",
-          "targetSha256": "07a9bf36177e24ca6af9f2a2db7e5a2de3717ae986fee891f6a70908ec57aad0"
-        },
-        {
-          "sourcePath": "/items/28/content/items/6/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "ed27048ae55d9fc1d918d46c209d96cb434835c7cac40c7ebb48ad64b1f8529d"
-          },
-          "conversion": {
-            "sourceId": "/items/28/content/items/6/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the top 10 users with click attempts on URL's with Spam detections\r\nUrlClickEvents\r\n| summarize TotalClickCount=count(),SpamClickCount = countif(ThreatTypes has \"Spam\") by AccountUpn\r\n| extend Bad_Click_Percentage = todouble(round(SpamClickCount / todouble(TotalClickCount) *100, 2))\r\n| where SpamClickCount !=0\r\n| sort by SpamClickCount desc\r\n| top 15 by SpamClickCount\r\n| project ['User']=AccountUpn, ['Spam Clicks']=SpamClickCount, ['Total Clicks']=TotalClickCount, ['Bad Click %']=Bad_Click_Percentage",
-            "resolvedTables": [
-              "UrlClickEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "UrlClickEvents",
-                "ahTable": "UrlClickEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 16,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/28/content/items/6/content/query",
-          "sourceSha256": "ed27048ae55d9fc1d918d46c209d96cb434835c7cac40c7ebb48ad64b1f8529d",
-          "targetSha256": "ed27048ae55d9fc1d918d46c209d96cb434835c7cac40c7ebb48ad64b1f8529d"
-        },
-        {
-          "sourcePath": "/items/30/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "7112638b0b50795d443ced8d00eaa0c220c8aa565ac8be30f20061f075662eaf"
-          },
-          "conversion": {
-            "sourceId": "/items/30/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//Headline Microsoft Teams protection metrics for the selected period, with per-interval sparklines. Messages are de-duplicated to the latest record per Teams message.\r\nlet gran = {Granularity};\r\nlet msgs = materialize(MessageEvents | summarize arg_max(Timestamp, *) by TeamsMessageId);\r\nlet zap = materialize(MessagePostDeliveryEvents);\r\nunion\r\n(msgs | summarize Count = count() | extend Details = \"Teams Messages Scanned\", Ord = 1, Trend = toscalar(msgs | make-series S = count() default = 0 on Timestamp step gran | project S)),\r\n(msgs | where isnotempty(ThreatTypes) | summarize Count = count() | extend Details = \"Messages with Threats\", Ord = 2, Trend = toscalar(msgs | where isnotempty(ThreatTypes) | make-series S = count() default = 0 on Timestamp step gran | project S)),\r\n(msgs | where ThreatTypes has \"Phish\" | summarize Count = count() | extend Details = \"Phish Detections\", Ord = 3, Trend = toscalar(msgs | where ThreatTypes has \"Phish\" | make-series S = count() default = 0 on Timestamp step gran | project S)),\r\n(msgs | where ThreatTypes has \"Malware\" | summarize Count = count() | extend Details = \"Malware Detections\", Ord = 4, Trend = toscalar(msgs | where ThreatTypes has \"Malware\" | make-series S = count() default = 0 on Timestamp step gran | project S)),\r\n(msgs | where ThreatTypes has \"Spam\" | summarize Count = count() | extend Details = \"Spam Detections\", Ord = 5, Trend = toscalar(msgs | where ThreatTypes has \"Spam\" | make-series S = count() default = 0 on Timestamp step gran | project S)),\r\n(msgs | where SafetyTip == \"URLMessageWarning\" | summarize Count = count() | extend Details = \"Messages with URL Warning\", Ord = 6, Trend = toscalar(msgs | where SafetyTip == \"URLMessageWarning\" | make-series S = count() default = 0 on Timestamp step gran | project S)),\r\n(zap | summarize Count = count() | extend Details = \"Post-Delivery ZAP Actions\", Ord = 7, Trend = toscalar(zap | make-series S = count() default = 0 on Timestamp step gran | project S))\r\n| sort by Ord asc\r\n| project Details, Count, Trend",
-            "resolvedTables": [
-              "MessageEvents",
-              "MessagePostDeliveryEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "MessageEvents",
-                "ahTable": "MessageEvents",
-                "identical": null,
-                "columnRenames": {},
-                "note": "no cached schema for either side; catalog renames only"
-              },
-              {
-                "sentinelTable": "MessagePostDeliveryEvents",
-                "ahTable": "MessagePostDeliveryEvents",
-                "identical": null,
-                "columnRenames": {},
-                "note": "no cached schema for either side; catalog renames only"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/30/content/query",
-          "sourceSha256": "7112638b0b50795d443ced8d00eaa0c220c8aa565ac8be30f20061f075662eaf",
-          "targetSha256": "7112638b0b50795d443ced8d00eaa0c220c8aa565ac8be30f20061f075662eaf"
-        },
-        {
-          "sourcePath": "/items/31/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "addfc8701d3b8ad0712bae67511363b79bc36017bc20156253fc121355e30cb2"
-          },
-          "conversion": {
-            "sourceId": "/items/31/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the number of Microsoft Teams messages detected with a threat over time, de-duplicated to the latest record per message and summarized per selected interval.\r\nlet gran = {Granularity};\r\nlet minTime = toscalar(MessageEvents | summarize min(Timestamp));\r\nlet maxTime = toscalar(MessageEvents | summarize max(Timestamp));\r\nlet agg = materialize(MessageEvents | where isnotempty(ThreatTypes) | summarize arg_max(Timestamp, *) by TeamsMessageId | summarize ThreatDetections = count() by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from bin(minTime, gran) to bin(maxTime, gran) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, ThreatDetections = coalesce(ThreatDetections, 0)\r\n| sort by Timestamp asc",
-            "resolvedTables": [
-              "MessageEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "MessageEvents",
-                "ahTable": "MessageEvents",
-                "identical": null,
-                "columnRenames": {},
-                "note": "no cached schema for either side; catalog renames only"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/31/content/items/2/content/query",
-          "sourceSha256": "addfc8701d3b8ad0712bae67511363b79bc36017bc20156253fc121355e30cb2",
-          "targetSha256": "addfc8701d3b8ad0712bae67511363b79bc36017bc20156253fc121355e30cb2"
-        },
-        {
-          "sourcePath": "/items/31/content/items/5/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "change",
-            "querySha256": "115d80895a5be2c85508f27e76a48f554b8cd9365d1d7821be31df99aeff3468"
-          },
-          "conversion": {
-            "sourceId": "/items/31/content/items/5/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query breaks down Microsoft Teams threat detections by threat type for the selected period, de-duplicated to the latest record per message. A message flagged for more than one threat type is counted under each, so the split can exceed the distinct message count.\r\nlet msgs = MessageEvents | where isnotempty(ThreatTypes) | summarize arg_max(Timestamp, *) by TeamsMessageId;\r\nunion\r\n(msgs | where ThreatTypes has \"Phish\" | summarize Count = count() | extend ThreatType = \"Phish\"),\r\n(msgs | where ThreatTypes has \"Malware\" | summarize Count = count() | extend ThreatType = \"Malware\"),\r\n(msgs | where ThreatTypes has \"Spam\" | summarize Count = count() | extend ThreatType = \"Spam\")\r\n| project ThreatType, Count",
-            "resolvedTables": [
-              "MessageEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "MessageEvents",
-                "ahTable": "MessageEvents",
-                "identical": null,
-                "columnRenames": {},
-                "note": "no cached schema for either side; catalog renames only"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/31/content/items/5/content/query",
-          "sourceSha256": "115d80895a5be2c85508f27e76a48f554b8cd9365d1d7821be31df99aeff3468",
-          "targetSha256": "115d80895a5be2c85508f27e76a48f554b8cd9365d1d7821be31df99aeff3468"
-        },
-        {
-          "sourcePath": "/items/31/content/items/6/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "change",
-            "querySha256": "0b301a80d30871d06c44e6d360d25e6e9e7d0385f8f0f6ab0cde02431fb234ce"
-          },
-          "conversion": {
-            "sourceId": "/items/31/content/items/6/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query shows de-duplicated Microsoft Teams messages split by whether the thread includes external participants.\r\nMessageEvents\r\n| summarize arg_max(Timestamp, *) by TeamsMessageId\r\n| extend Thread = iif(IsExternalThread == true, \"External Thread\", \"Internal Thread\")\r\n| summarize Count = count() by Thread",
-            "resolvedTables": [
-              "MessageEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "MessageEvents",
-                "ahTable": "MessageEvents",
-                "identical": null,
-                "columnRenames": {},
-                "note": "no cached schema for either side; catalog renames only"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/31/content/items/6/content/query",
-          "sourceSha256": "0b301a80d30871d06c44e6d360d25e6e9e7d0385f8f0f6ab0cde02431fb234ce",
-          "targetSha256": "0b301a80d30871d06c44e6d360d25e6e9e7d0385f8f0f6ab0cde02431fb234ce"
-        },
-        {
-          "sourcePath": "/items/32/content/items/1/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "01f7e898b2228c641a96135b46d26b76ebd38ccb2cc77194e679106c0154294a"
-          },
-          "conversion": {
-            "sourceId": "/items/32/content/items/1/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//Teams call and vishing headline metrics for the selected period, with per-interval sparklines. Interim source: Defender for Cloud Apps call telemetry (CloudAppEvents / CallParticipantDetail).\r\nlet gran = {Granularity};\r\nlet calls = materialize(CloudAppEvents | where ActionType == \"CallParticipantDetail\" | extend R = parse_json(RawEventData) | extend CallId = tostring(R.CallId), UId = tolower(tostring(R.UserId)));\r\nlet susp = calls | extend Local = tostring(split(UId, \"@\")[0]), Dom = tostring(split(UId, \"@\")[1]) | where Local matches regex @\"(?i)help ?desk|helpdesk|it ?support|service ?desk|sys ?admin|administrator|security|microsoft|google|apple|amazon|paypal|support|update|verif|account|password|mfa|maintenance\" or Dom endswith \".onmicrosoft.com\";\r\nlet reported = CloudAppEvents | where ActionType == \"CallReported\";\r\nunion\r\n(calls | summarize Count = dcount(CallId) | extend Details = \"Teams Calls\", Ord = 1, Trend = toscalar(calls | make-series S = count() default = 0 on Timestamp step gran | project S)),\r\n(susp | summarize Count = dcount(UId) | extend Details = \"Impersonation-style Callers\", Ord = 2, Trend = toscalar(susp | make-series S = count() default = 0 on Timestamp step gran | project S)),\r\n(reported | summarize Count = count() | extend Details = \"Reported Suspicious Calls\", Ord = 3, Trend = toscalar(reported | make-series S = count() default = 0 on Timestamp step gran | project S))\r\n| sort by Ord asc\r\n| project Details, Count, Trend",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/32/content/items/1/content/query",
-          "sourceSha256": "01f7e898b2228c641a96135b46d26b76ebd38ccb2cc77194e679106c0154294a",
-          "targetSha256": "01f7e898b2228c641a96135b46d26b76ebd38ccb2cc77194e679106c0154294a"
-        },
-        {
-          "sourcePath": "/items/32/content/items/3/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "45ae98d1a73726b46e2511bc40a832e3d6d221c4c29c58d4a43fb54689e57a3c"
-          },
-          "conversion": {
-            "sourceId": "/items/32/content/items/3/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//Distinct Teams calls per interval (interim source: CloudAppEvents / CallParticipantDetail).\r\nCloudAppEvents\r\n| where ActionType == \"CallParticipantDetail\"\r\n| extend R = parse_json(RawEventData)\r\n| extend CallId = tostring(R.CallId)\r\n| summarize ['Teams Calls'] = dcount(CallId) by Timestamp = bin(Timestamp, {Granularity})\r\n| sort by Timestamp asc",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/32/content/items/3/content/query",
-          "sourceSha256": "45ae98d1a73726b46e2511bc40a832e3d6d221c4c29c58d4a43fb54689e57a3c",
-          "targetSha256": "45ae98d1a73726b46e2511bc40a832e3d6d221c4c29c58d4a43fb54689e57a3c"
-        },
-        {
-          "sourcePath": "/items/32/content/items/5/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "f7d325b8dc2aa51f9d96727937d73c8db51a5767cac539e81286497ec8653911"
-          },
-          "conversion": {
-            "sourceId": "/items/32/content/items/5/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//Teams calls by start hour of day (UTC), all 24 hours 00:00..23:00 in order (interim source: CloudAppEvents / CallParticipantDetail).\r\nlet data = CloudAppEvents\r\n| where ActionType == \"CallParticipantDetail\"\r\n| extend R = parse_json(RawEventData)\r\n| extend JoinTime = todatetime(R.JoinTime), CallId = tostring(R.CallId)\r\n| where isnotempty(JoinTime) and isnotempty(CallId)\r\n| summarize CallStart = min(JoinTime) by CallId\r\n| extend HourUTC = hourofday(CallStart)\r\n| summarize Calls = count() by HourUTC;\r\nrange HourUTC from 0 to 23 step 1\r\n| join kind=leftouter (data) on HourUTC\r\n| extend Calls = coalesce(Calls, 0)\r\n| extend HourLabel = strcat(iif(HourUTC < 10, strcat(\"0\", tostring(HourUTC)), tostring(HourUTC)), \":00\")\r\n| order by HourUTC asc\r\n| project ['Hour of Day (UTC)'] = HourLabel, ['Teams Calls'] = Calls",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/32/content/items/5/content/query",
-          "sourceSha256": "f7d325b8dc2aa51f9d96727937d73c8db51a5767cac539e81286497ec8653911",
-          "targetSha256": "f7d325b8dc2aa51f9d96727937d73c8db51a5767cac539e81286497ec8653911"
-        },
-        {
-          "sourcePath": "/items/32/content/items/7/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "adea6f30b1b69be99c7f0316549d391e7bcb33b5e633f0574119f2d9214996e1"
-          },
-          "conversion": {
-            "sourceId": "/items/32/content/items/7/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//Suspicious Teams callers by impersonation-style DISPLAY NAME or address (Attendees[].DisplayName / UPN), with Origin from the org's own accepted (EmailEvents inbound) domains - no tenant-id anchor. Interim source: CloudAppEvents / CallParticipantDetail.\r\nlet suspRegex = @\"(?i)help ?desk|helpdesk|it ?support|service ?desk|sys ?admin|administrator|security|microsoft|google|apple|amazon|paypal|support|update|verif|account|password|mfa|maintenance\";\r\nlet ownDomains = toscalar(EmailEvents | where EmailDirection == \"Inbound\" | extend RD = tolower(tostring(split(RecipientEmailAddress, \"@\")[1])) | where isnotempty(RD) | summarize make_set(RD, 200));\r\nlet calls = CloudAppEvents\r\n| where ActionType == \"CallParticipantDetail\"\r\n| extend R = parse_json(RawEventData)\r\n| extend CallId = tostring(R.CallId), JoinTime = todatetime(R.JoinTime), Attendees = R.Attendees\r\n| where isnotempty(CallId);\r\nlet callAtt = calls | summarize Attendees = take_any(Attendees), JoinTime = min(JoinTime) by CallId;\r\ncallAtt\r\n| mv-expand Att = Attendees\r\n| extend Caller = tolower(tostring(Att.UPN)), CallerName = tostring(Att.DisplayName)\r\n| extend CallerDom = tostring(split(Caller, \"@\")[1])\r\n| where isnotempty(Caller)\r\n| extend SuspName = CallerName matches regex suspRegex or Caller matches regex suspRegex\r\n| where SuspName or CallerDom endswith \".onmicrosoft.com\"\r\n| extend Origin = case(CallerDom endswith \".onmicrosoft.com\", \"External (.onmicrosoft throwaway)\", set_has_element(ownDomains, CallerDom), \"Own tenant\", \"External\")\r\n| summarize CallsPlaced = dcount(CallId), FirstSeen = min(JoinTime), LastSeen = max(JoinTime) by CallerName, Caller, Origin\r\n| extend OriginRank = case(Origin == \"External (.onmicrosoft throwaway)\", 0, Origin == \"External\", 1, 2)\r\n| sort by OriginRank asc, CallsPlaced desc\r\n| take 10\r\n| project ['Caller Display Name'] = CallerName, ['Caller Address'] = Caller, ['Origin'] = Origin, ['Calls Placed'] = CallsPlaced, ['First Seen'] = FirstSeen, ['Last Seen'] = LastSeen",
-            "resolvedTables": [
-              "CloudAppEvents",
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/32/content/items/7/content/query",
-          "sourceSha256": "adea6f30b1b69be99c7f0316549d391e7bcb33b5e633f0574119f2d9214996e1",
-          "targetSha256": "adea6f30b1b69be99c7f0316549d391e7bcb33b5e633f0574119f2d9214996e1"
-        },
-        {
-          "sourcePath": "/items/33/content/items/1/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "f15fa2300c726b24caf7db43d4483d40bfa9c508dad7d012d13d0689566276dc"
-          },
-          "conversion": {
-            "sourceId": "/items/33/content/items/1/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "let imp = CloudAppEvents\r\n| where ActionType == \"TeamsImpersonationDetected\"\r\n| extend RD = parse_json(RawEventData)\r\n| extend ImpersonationType = tostring(RD.ImpersonationType),\r\n         FakeDisplayName   = tostring(RD.Sender.DisplayName),\r\n         FakeSenderAddress = tostring(RD.Sender.UPN),\r\n         ChatThreadId      = tostring(RD.ChatThreadId),\r\n         TargetUser        = tostring(RD.UserId)\r\n| extend FakeSenderDomain = tostring(split(FakeSenderAddress, \"@\")[1]);\r\nunion\r\n(imp | summarize Count=count() | extend Details=\"Impersonation Detections\", Ord=1),\r\n(imp | summarize Count=dcount(FakeSenderAddress) | extend Details=\"Distinct Fake Senders\", Ord=2),\r\n(imp | summarize Count=dcount(TargetUser) | extend Details=\"Targeted Users\", Ord=3),\r\n(imp | summarize Count=dcount(ImpersonationType) | extend Details=\"Impersonation Types\", Ord=4)\r\n| sort by Ord asc | project Count, Details",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/33/content/items/1/content/query",
-          "sourceSha256": "f15fa2300c726b24caf7db43d4483d40bfa9c508dad7d012d13d0689566276dc",
-          "targetSha256": "f15fa2300c726b24caf7db43d4483d40bfa9c508dad7d012d13d0689566276dc"
-        },
-        {
-          "sourcePath": "/items/33/content/items/3/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "e4967734b2d441e44f883920b0ec6cee9b07bcd3dd1722796181f6cc8d7b4a72"
-          },
-          "conversion": {
-            "sourceId": "/items/33/content/items/3/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "let imp = CloudAppEvents\r\n| where ActionType == \"TeamsImpersonationDetected\"\r\n| extend RD = parse_json(RawEventData)\r\n| extend ImpersonationType = tostring(RD.ImpersonationType),\r\n         FakeDisplayName   = tostring(RD.Sender.DisplayName),\r\n         FakeSenderAddress = tostring(RD.Sender.UPN),\r\n         ChatThreadId      = tostring(RD.ChatThreadId),\r\n         TargetUser        = tostring(RD.UserId)\r\n| extend FakeSenderDomain = tostring(split(FakeSenderAddress, \"@\")[1]);\r\nimp | summarize Count=count() by ImpersonationType, Timestamp=bin(Timestamp, {Granularity}) | sort by Timestamp asc",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/33/content/items/3/content/query",
-          "sourceSha256": "e4967734b2d441e44f883920b0ec6cee9b07bcd3dd1722796181f6cc8d7b4a72",
-          "targetSha256": "e4967734b2d441e44f883920b0ec6cee9b07bcd3dd1722796181f6cc8d7b4a72"
-        },
-        {
-          "sourcePath": "/items/33/content/items/5/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "change",
-            "querySha256": "da62afa3f1cca75722bef666f99f46a05ef7fda8f457f474bb01ca554ca4fd09"
-          },
-          "conversion": {
-            "sourceId": "/items/33/content/items/5/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//External Teams senders flagged as likely impersonation: throwaway .onmicrosoft.com tenants and/or help desk / IT / admin / update-themed display names, ranked by messages carrying a threat.\r\nMessageEvents\r\n| where IsExternalThread == true\r\n| extend SenderDomain = tolower(tostring(split(SenderEmailAddress, \"@\")[1]))\r\n| extend IsOnMicrosoft = SenderDomain endswith \".onmicrosoft.com\"\r\n| extend SuspName = SenderDisplayName matches regex @\"(?i)help ?desk|helpdesk|it ?support|service ?desk|it team|administrator|sys ?admin|security|microsoft|maintenance|support|update|verif|account|password|mfa\"\r\n| where IsOnMicrosoft or SuspName\r\n| summarize TeamsMessages = count(), ThreatMessages = countif(isnotempty(ThreatTypes)), FirstSeen = min(Timestamp), LastSeen = max(Timestamp) by SenderDisplayName, SenderEmailAddress, SenderDomain, IsOnMicrosoft, SuspName\r\n| extend WhyFlagged = case(IsOnMicrosoft and SuspName, \"Throwaway .onmicrosoft tenant + helpdesk-style name\", IsOnMicrosoft, \"Throwaway .onmicrosoft tenant\", \"Helpdesk / IT-style display name\")\r\n| extend ThreatPct = round(todouble(ThreatMessages) * 100 / TeamsMessages, 1)\r\n| project ['Sender Display Name']=SenderDisplayName, ['Sender Address']=SenderEmailAddress, ['Why Flagged']=WhyFlagged, ['Teams Messages']=TeamsMessages, ['Threat Messages']=ThreatMessages, ['Threat %']=ThreatPct, ['First Seen']=FirstSeen, ['Last Seen']=LastSeen\r\n| sort by ['Threat Messages'] desc, ['Teams Messages'] desc\r\n| take 10",
-            "resolvedTables": [
-              "MessageEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "MessageEvents",
-                "ahTable": "MessageEvents",
-                "identical": null,
-                "columnRenames": {},
-                "note": "no cached schema for either side; catalog renames only"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/33/content/items/5/content/query",
-          "sourceSha256": "da62afa3f1cca75722bef666f99f46a05ef7fda8f457f474bb01ca554ca4fd09",
-          "targetSha256": "da62afa3f1cca75722bef666f99f46a05ef7fda8f457f474bb01ca554ca4fd09"
-        },
-        {
-          "sourcePath": "/items/33/content/items/7/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "4d3ec85cc0801652beb4defc4e3777955efe5ec50549c942a5a385a9b752862e"
-          },
-          "conversion": {
-            "sourceId": "/items/33/content/items/7/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "let imp = CloudAppEvents\r\n| where ActionType == \"TeamsImpersonationDetected\"\r\n| extend RD = parse_json(RawEventData)\r\n| extend ImpersonationType = tostring(RD.ImpersonationType),\r\n         FakeDisplayName   = tostring(RD.Sender.DisplayName),\r\n         FakeSenderAddress = tostring(RD.Sender.UPN),\r\n         ChatThreadId      = tostring(RD.ChatThreadId),\r\n         TargetUser        = tostring(RD.UserId)\r\n| extend FakeSenderDomain = tostring(split(FakeSenderAddress, \"@\")[1]);\r\nimp | summarize Detections=count(), ['Distinct Fake Senders']=dcount(FakeSenderAddress), Types=make_set(ImpersonationType,3), ['Last Seen']=max(Timestamp) by ['Targeted User']=TargetUser | top 10 by Detections",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/33/content/items/7/content/query",
-          "sourceSha256": "4d3ec85cc0801652beb4defc4e3777955efe5ec50549c942a5a385a9b752862e",
-          "targetSha256": "4d3ec85cc0801652beb4defc4e3777955efe5ec50549c942a5a385a9b752862e"
-        },
-        {
-          "sourcePath": "/items/33/content/items/9/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "661bce15fae66ae69300a1fda934232c266282b027c5336106bc81493c8db7a5"
-          },
-          "conversion": {
-            "sourceId": "/items/33/content/items/9/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query lists the identities behind Teams impersonation, grouped by the fake display name, sender domain, and impersonation type. Attackers rotate through many sending addresses under one display name, so Distinct Sender Addresses reveals bulk campaigns that per-address ranking would hide.\r\nlet imp = CloudAppEvents\r\n| where ActionType == \"TeamsImpersonationDetected\"\r\n| extend RD = parse_json(RawEventData)\r\n| extend ImpersonationType = tostring(RD.ImpersonationType),\r\n         FakeDisplayName   = tostring(RD.Sender.DisplayName),\r\n         FakeSenderAddress = tostring(RD.Sender.UPN),\r\n         TargetUser        = tostring(RD.UserId)\r\n| extend FakeSenderDomain = tostring(split(FakeSenderAddress, \"@\")[1]);\r\nimp\r\n| summarize Detections=count(), SenderAddresses=dcount(FakeSenderAddress), Targets=dcount(TargetUser), FirstSeen=min(Timestamp), LastSeen=max(Timestamp) by FakeDisplayName, FakeSenderDomain, ImpersonationType\r\n| top 10 by Detections\r\n| project ['Fake Display Name']=FakeDisplayName, ['Sender Domain']=FakeSenderDomain, ['Impersonation Type']=ImpersonationType, ['Distinct Sender Addresses']=SenderAddresses, Detections, ['Targeted Users']=Targets, ['First Seen']=FirstSeen, ['Last Seen']=LastSeen",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/33/content/items/9/content/query",
-          "sourceSha256": "661bce15fae66ae69300a1fda934232c266282b027c5336106bc81493c8db7a5",
-          "targetSha256": "661bce15fae66ae69300a1fda934232c266282b027c5336106bc81493c8db7a5"
-        },
-        {
-          "sourcePath": "/items/33/content/items/11/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "9aa119251148521f6bf62b87e883cb0d526be3da9dff9369bb312a8b9b8038fa"
-          },
-          "conversion": {
-            "sourceId": "/items/33/content/items/11/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "let imp = CloudAppEvents\r\n| where ActionType == \"TeamsImpersonationDetected\"\r\n| extend RD = parse_json(RawEventData)\r\n| extend ImpersonationType = tostring(RD.ImpersonationType),\r\n         FakeDisplayName   = tostring(RD.Sender.DisplayName),\r\n         FakeSenderAddress = tostring(RD.Sender.UPN),\r\n         ChatThreadId      = tostring(RD.ChatThreadId),\r\n         TargetUser        = tostring(RD.UserId)\r\n| extend FakeSenderDomain = tostring(split(FakeSenderAddress, \"@\")[1]);\r\nimp | summarize Detections=count(), ['Targeted Users']=dcount(TargetUser), ['Distinct Senders']=dcount(FakeSenderAddress) by ['Fake Display Name']=FakeDisplayName | top 10 by Detections",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/33/content/items/11/content/query",
-          "sourceSha256": "9aa119251148521f6bf62b87e883cb0d526be3da9dff9369bb312a8b9b8038fa",
-          "targetSha256": "9aa119251148521f6bf62b87e883cb0d526be3da9dff9369bb312a8b9b8038fa"
-        },
-        {
-          "sourcePath": "/items/33/content/items/13/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "200ad476ad60916ec0c869e71215911864f3e643c551fe8c5f061b783620c30f"
-          },
-          "conversion": {
-            "sourceId": "/items/33/content/items/13/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "let imp = CloudAppEvents\r\n| where ActionType == \"TeamsImpersonationDetected\"\r\n| extend RD = parse_json(RawEventData)\r\n| extend ImpersonationType = tostring(RD.ImpersonationType),\r\n         FakeDisplayName   = tostring(RD.Sender.DisplayName),\r\n         FakeSenderAddress = tostring(RD.Sender.UPN),\r\n         ChatThreadId      = tostring(RD.ChatThreadId),\r\n         TargetUser        = tostring(RD.UserId)\r\n| extend FakeSenderDomain = tostring(split(FakeSenderAddress, \"@\")[1]);\r\nimp | summarize Detections=count(), ['Targeted Users']=dcount(TargetUser), ['Display Names Used']=dcount(FakeDisplayName) by ['Sender Domain']=FakeSenderDomain | top 10 by Detections",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/33/content/items/13/content/query",
-          "sourceSha256": "200ad476ad60916ec0c869e71215911864f3e643c551fe8c5f061b783620c30f",
-          "targetSha256": "200ad476ad60916ec0c869e71215911864f3e643c551fe8c5f061b783620c30f"
-        },
-        {
-          "sourcePath": "/items/33/content/items/15/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "987795e44176c715791378d800d09c992d12ec43b3c5821dacdabb5729189bc3"
-          },
-          "conversion": {
-            "sourceId": "/items/33/content/items/15/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query lists URL domains that appeared in messages sent by impersonating senders, with a breakdown of how many carried Malware, Phish, or Spam verdicts. Threat actors mix legitimate and malicious domains in a single lure, so review the unfamiliar or look-alike domains and block only confirmed-malicious ones.\r\nlet imp = CloudAppEvents\r\n| where ActionType == \"TeamsImpersonationDetected\"\r\n| extend RD = parse_json(RawEventData)\r\n| extend ChatThreadId = tostring(RD.ChatThreadId);\r\nlet impThreads = imp | distinct ChatThreadId;\r\nlet impMsgs = MessageEvents\r\n    | where ThreadId in (impThreads)\r\n    | summarize arg_max(Timestamp, *) by TeamsMessageId\r\n    | project TeamsMessageId, ThreatTypes;\r\nMessageUrlInfo\r\n| where isnotempty(UrlDomain)\r\n| join kind=inner (impMsgs) on TeamsMessageId\r\n| summarize ['URL Count']=count(), Messages=dcount(TeamsMessageId), Malware=countif(ThreatTypes has \"Malware\"), Phish=countif(ThreatTypes has \"Phish\"), Spam=countif(ThreatTypes has \"Spam\") by ['URL Domain']=UrlDomain\r\n| top 10 by ['URL Count']",
-            "resolvedTables": [
-              "CloudAppEvents",
-              "MessageEvents",
-              "MessageUrlInfo"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "MessageEvents",
-                "ahTable": "MessageEvents",
-                "identical": null,
-                "columnRenames": {},
-                "note": "no cached schema for either side; catalog renames only"
-              },
-              {
-                "sentinelTable": "MessageUrlInfo",
-                "ahTable": "MessageUrlInfo",
-                "identical": null,
-                "columnRenames": {},
-                "note": "no cached schema for either side; catalog renames only"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/33/content/items/15/content/query",
-          "sourceSha256": "987795e44176c715791378d800d09c992d12ec43b3c5821dacdabb5729189bc3",
-          "targetSha256": "987795e44176c715791378d800d09c992d12ec43b3c5821dacdabb5729189bc3"
-        },
-        {
-          "sourcePath": "/items/34/content/items/1/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "change",
-            "querySha256": "de4a3cd15b54b7bc12fceea891f3299f9d34e1ac844bcec0579f42f31b1f608a"
-          },
-          "conversion": {
-            "sourceId": "/items/34/content/items/1/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query surfaces Microsoft Teams URL-sharing and link-warning metrics for the selected period. URL-warning messages carry the Microsoft Defender for Office 365 URL safety tip.\r\nlet msgs = materialize(MessageEvents | summarize arg_max(Timestamp, *) by TeamsMessageId);\r\nunion\r\n(msgs | where SafetyTip == \"URLMessageWarning\" | summarize Count = count() | extend Details = \"Messages with URL Warning\", Ord = 1),\r\n(MessageUrlInfo | summarize Count = count() | extend Details = \"URLs Shared in Messages\", Ord = 2),\r\n(MessageUrlInfo | summarize Count = dcount(TeamsMessageId) | extend Details = \"Messages Containing URLs\", Ord = 3),\r\n(MessageUrlInfo | summarize Count = dcount(UrlDomain) | extend Details = \"Distinct URL Domains\", Ord = 4)\r\n| sort by Ord asc\r\n| project Count, Details",
-            "resolvedTables": [
-              "MessageEvents",
-              "MessageUrlInfo"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "MessageEvents",
-                "ahTable": "MessageEvents",
-                "identical": null,
-                "columnRenames": {},
-                "note": "no cached schema for either side; catalog renames only"
-              },
-              {
-                "sentinelTable": "MessageUrlInfo",
-                "ahTable": "MessageUrlInfo",
-                "identical": null,
-                "columnRenames": {},
-                "note": "no cached schema for either side; catalog renames only"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/34/content/items/1/content/query",
-          "sourceSha256": "de4a3cd15b54b7bc12fceea891f3299f9d34e1ac844bcec0579f42f31b1f608a",
-          "targetSha256": "de4a3cd15b54b7bc12fceea891f3299f9d34e1ac844bcec0579f42f31b1f608a"
-        },
-        {
-          "sourcePath": "/items/34/content/items/4/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "c8b131c029c45551133d982f401722e3b74a3c7c21d34a1d6825bab48599ad96"
-          },
-          "conversion": {
-            "sourceId": "/items/34/content/items/4/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises Microsoft Teams URL click outcomes over time (allowed vs blocked) using the UrlClickEvents workload filter, summarizing the data per selected interval.\r\nlet gran = {Granularity};\r\nlet minTime = toscalar(UrlClickEvents | summarize min(Timestamp));\r\nlet maxTime = toscalar(UrlClickEvents | summarize max(Timestamp));\r\nlet agg = materialize(UrlClickEvents\r\n| where Workload == \"Teams\"\r\n| summarize ClickAllowed = countif(ActionType has \"ClickAllowed\"), ClickBlocked = countif(ActionType has \"ClickBlocked\") by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from bin(minTime, gran) to bin(maxTime, gran) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, ClickAllowed = coalesce(ClickAllowed, 0), ClickBlocked = coalesce(ClickBlocked, 0)\r\n| sort by Timestamp asc",
-            "resolvedTables": [
-              "UrlClickEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "UrlClickEvents",
-                "ahTable": "UrlClickEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 16,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/34/content/items/4/content/query",
-          "sourceSha256": "c8b131c029c45551133d982f401722e3b74a3c7c21d34a1d6825bab48599ad96",
-          "targetSha256": "c8b131c029c45551133d982f401722e3b74a3c7c21d34a1d6825bab48599ad96"
-        },
-        {
-          "sourcePath": "/items/34/content/items/5/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "6204df8da919ae7f5bd8f4e048027dad32c967701d8b6e1e34e0ab741503f1e4"
-          },
-          "conversion": {
-            "sourceId": "/items/34/content/items/5/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query shows Microsoft Teams URL click outcomes by action type for the selected period.\r\nUrlClickEvents\r\n| where Workload == \"Teams\"\r\n| where isnotempty(ActionType)\r\n| summarize Count = count() by ActionType",
-            "resolvedTables": [
-              "UrlClickEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "UrlClickEvents",
-                "ahTable": "UrlClickEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 16,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/34/content/items/5/content/query",
-          "sourceSha256": "6204df8da919ae7f5bd8f4e048027dad32c967701d8b6e1e34e0ab741503f1e4",
-          "targetSha256": "6204df8da919ae7f5bd8f4e048027dad32c967701d8b6e1e34e0ab741503f1e4"
-        },
-        {
-          "sourcePath": "/items/34/content/items/7/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "change",
-            "querySha256": "36ec75051923aaa5623d7d1a4b2d36e0e93f54392269c6d32de58db718c0866a"
-          },
-          "conversion": {
-            "sourceId": "/items/34/content/items/7/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query lists the top 10 URL domains shared in Microsoft Teams messages by volume for the selected period.\r\nMessageUrlInfo\r\n| where isnotempty(UrlDomain)\r\n| summarize UrlCount = count(), Messages = dcount(TeamsMessageId) by UrlDomain\r\n| top 10 by UrlCount\r\n| project ['URL Domain']=UrlDomain, ['URLs Shared']=UrlCount, ['Messages']=Messages",
-            "resolvedTables": [
-              "MessageUrlInfo"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "MessageUrlInfo",
-                "ahTable": "MessageUrlInfo",
-                "identical": null,
-                "columnRenames": {},
-                "note": "no cached schema for either side; catalog renames only"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/34/content/items/7/content/query",
-          "sourceSha256": "36ec75051923aaa5623d7d1a4b2d36e0e93f54392269c6d32de58db718c0866a",
-          "targetSha256": "36ec75051923aaa5623d7d1a4b2d36e0e93f54392269c6d32de58db718c0866a"
-        },
-        {
-          "sourcePath": "/items/35/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "change",
-            "querySha256": "62029ecfef97ec15504028257c2a5d2f94ce8a1d9764529436f166426143fd61"
-          },
-          "conversion": {
-            "sourceId": "/items/35/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query lists the top 10 users receiving Microsoft Teams messages that contained a threat, expanded from the message recipient list, with each user's total Teams messages received and the share that carried a threat. Messages are de-duplicated to the latest record per message.\r\nlet expanded = MessageEvents\r\n    | summarize arg_max(Timestamp, *) by TeamsMessageId\r\n    | mv-expand rd = parse_json(RecipientDetails)\r\n    | extend Recipient = tostring(rd.RecipientSmtpAddress)\r\n    | where isnotempty(Recipient);\r\nlet totals = expanded | summarize TotalMessages = count() by Recipient;\r\nexpanded\r\n| where isnotempty(ThreatTypes)\r\n| summarize ThreatMessages = count() by Recipient\r\n| join kind=leftouter (totals) on Recipient\r\n| extend ThreatPct = round(100.0 * ThreatMessages / TotalMessages, 1)\r\n| top 10 by ThreatMessages\r\n| project ['Recipient']=Recipient, ['Threat Messages']=ThreatMessages, ['Total Messages']=TotalMessages, ['Threat %']=ThreatPct",
-            "resolvedTables": [
-              "MessageEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "MessageEvents",
-                "ahTable": "MessageEvents",
-                "identical": null,
-                "columnRenames": {},
-                "note": "no cached schema for either side; catalog renames only"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/35/content/items/2/content/query",
-          "sourceSha256": "62029ecfef97ec15504028257c2a5d2f94ce8a1d9764529436f166426143fd61",
-          "targetSha256": "62029ecfef97ec15504028257c2a5d2f94ce8a1d9764529436f166426143fd61"
-        },
-        {
-          "sourcePath": "/items/35/content/items/5/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "change",
-            "querySha256": "dffcadfd238a9e7b7648a27145cc7af9367c36cac839e2a0d4d5da8f0429a048"
-          },
-          "conversion": {
-            "sourceId": "/items/35/content/items/5/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query lists the top 10 senders whose Microsoft Teams messages triggered a URL safety-tip warning for the selected period, with each sender's total Teams messages and the share that carried a warning. Messages are de-duplicated to the latest record per message.\r\nlet dedup = MessageEvents | summarize arg_max(Timestamp, *) by TeamsMessageId;\r\nlet totals = dedup | summarize TotalMessages = count() by SenderEmailAddress;\r\ndedup\r\n| where SafetyTip == \"URLMessageWarning\"\r\n| summarize WarningMessages = count() by SenderEmailAddress\r\n| join kind=leftouter (totals) on SenderEmailAddress\r\n| extend WarningPct = round(100.0 * WarningMessages / TotalMessages, 1)\r\n| top 10 by WarningMessages\r\n| project ['Sender']=SenderEmailAddress, ['Warning Messages']=WarningMessages, ['Total Messages']=TotalMessages, ['Warning %']=WarningPct",
-            "resolvedTables": [
-              "MessageEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "MessageEvents",
-                "ahTable": "MessageEvents",
-                "identical": null,
-                "columnRenames": {},
-                "note": "no cached schema for either side; catalog renames only"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/35/content/items/5/content/query",
-          "sourceSha256": "dffcadfd238a9e7b7648a27145cc7af9367c36cac839e2a0d4d5da8f0429a048",
-          "targetSha256": "dffcadfd238a9e7b7648a27145cc7af9367c36cac839e2a0d4d5da8f0429a048"
-        },
-        {
-          "sourcePath": "/items/35/content/items/6/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "change",
-            "querySha256": "d6b04c158fd6f88e4f82f99f6e2b0ab2819bdef7f05cabd7eedb790785f672ef"
-          },
-          "conversion": {
-            "sourceId": "/items/35/content/items/6/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query lists the top 10 URL domains appearing in Microsoft Teams messages that triggered a URL safety-tip warning, with the domain's total message appearances and the share that carried a warning.\r\nlet warned = MessageEvents | where SafetyTip == \"URLMessageWarning\" | distinct TeamsMessageId;\r\nlet totals = MessageUrlInfo | where isnotempty(UrlDomain) | summarize TotalMessages = dcount(TeamsMessageId) by UrlDomain;\r\nMessageUrlInfo\r\n| where TeamsMessageId in (warned)\r\n| summarize WarningMessages = dcount(TeamsMessageId) by UrlDomain\r\n| join kind=leftouter (totals) on UrlDomain\r\n| extend WarningPct = round(100.0 * WarningMessages / TotalMessages, 1)\r\n| top 10 by WarningMessages\r\n| project ['URL Domain']=UrlDomain, ['Warning Messages']=WarningMessages, ['Total Messages']=TotalMessages, ['Warning %']=WarningPct",
-            "resolvedTables": [
-              "MessageEvents",
-              "MessageUrlInfo"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "MessageEvents",
-                "ahTable": "MessageEvents",
-                "identical": null,
-                "columnRenames": {},
-                "note": "no cached schema for either side; catalog renames only"
-              },
-              {
-                "sentinelTable": "MessageUrlInfo",
-                "ahTable": "MessageUrlInfo",
-                "identical": null,
-                "columnRenames": {},
-                "note": "no cached schema for either side; catalog renames only"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/35/content/items/6/content/query",
-          "sourceSha256": "d6b04c158fd6f88e4f82f99f6e2b0ab2819bdef7f05cabd7eedb790785f672ef",
-          "targetSha256": "d6b04c158fd6f88e4f82f99f6e2b0ab2819bdef7f05cabd7eedb790785f672ef"
-        },
-        {
-          "sourcePath": "/items/35/content/items/8/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "change",
-            "querySha256": "95180a15fb5a1004fcd60cd3fe6ba3b87f78e527c750d1d34c9dd1479c5b7bca"
-          },
-          "conversion": {
-            "sourceId": "/items/35/content/items/8/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query lists external Microsoft Teams senders by the date they were first seen in the selected period, surfacing recent first-contact senders. Messages are de-duplicated to the latest record per message. In tenants with longer history this highlights genuinely new senders.\r\n// TIP: IsExternalThread may still surface senders from your own accepted domains. To hide them,\r\n// uncomment the ExcludeDomains line below (add your tenant domains) and the matching where-clause.\r\n//let ExcludeDomains = dynamic([\"contoso.com\",\"contoso.com\"]);\r\nMessageEvents\r\n| summarize arg_max(Timestamp, *) by TeamsMessageId\r\n| where IsExternalThread == true\r\n//| where tostring(split(SenderEmailAddress, \"@\")[1]) !in~ (ExcludeDomains)\r\n| summarize FirstSeen = min(Timestamp), Messages = count(), ThreatMessages = countif(isnotempty(ThreatTypes)) by SenderEmailAddress\r\n| top 10 by FirstSeen desc\r\n| project ['Sender']=SenderEmailAddress, ['First Seen']=FirstSeen, ['Messages']=Messages, ['Threat Messages']=ThreatMessages",
-            "resolvedTables": [
-              "MessageEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "MessageEvents",
-                "ahTable": "MessageEvents",
-                "identical": null,
-                "columnRenames": {},
-                "note": "no cached schema for either side; catalog renames only"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/35/content/items/8/content/query",
-          "sourceSha256": "95180a15fb5a1004fcd60cd3fe6ba3b87f78e527c750d1d34c9dd1479c5b7bca",
-          "targetSha256": "95180a15fb5a1004fcd60cd3fe6ba3b87f78e527c750d1d34c9dd1479c5b7bca"
-        },
-        {
-          "sourcePath": "/items/35/content/items/10/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "change",
-            "querySha256": "a4b746884de5bb6d00bda9112992bd181df314fcbd1fc660bf27f346bc48659f"
-          },
-          "conversion": {
-            "sourceId": "/items/35/content/items/10/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query ranks external sender domains in Microsoft Teams by threat volume for the selected period, split by conversation type (1:1 chat, group chat, channel), with threat-type breakdown, threat rate, and a count of messages carrying low-reputation URL TLDs. Messages are de-duplicated to the latest record per message. New, 1:1-skewed, or high-threat-rate domains are the anomalies to review.\r\n// TIP: IsExternalThread may still surface your own accepted domains. To hide them, uncomment the\r\n// ExcludeDomains line below (add your tenant domains) and the matching where-clause.\r\n//let ExcludeDomains = dynamic([\"contoso.com\",\"contoso.com\"]);\r\nlet suspTlds = dynamic([\"top\",\"xyz\",\"click\",\"link\",\"shop\",\"online\",\"site\",\"live\",\"icu\",\"cyou\",\"sbs\",\"rest\",\"quest\",\"cfd\",\"bond\",\"buzz\",\"fun\",\"space\",\"monster\",\"work\",\"tk\",\"ml\",\"ga\",\"cf\",\"gq\",\"dev\",\"app\",\"zip\",\"mov\",\"info\",\"win\",\"loan\",\"men\",\"stream\",\"country\"]);\r\nlet suspUrlMsgs = MessageUrlInfo\r\n    | where isnotempty(UrlDomain)\r\n    | extend Tld = tostring(split(UrlDomain, \".\")[-1])\r\n    | where Tld in (suspTlds)\r\n    | distinct TeamsMessageId;\r\nMessageEvents\r\n| summarize arg_max(Timestamp, *) by TeamsMessageId\r\n| where IsExternalThread == true\r\n| extend SenderDomain = tostring(split(SenderEmailAddress, \"@\")[1])\r\n| where isnotempty(SenderDomain)\r\n//| where SenderDomain !in~ (ExcludeDomains)\r\n| extend ConvType = case(isnotempty(GroupId), \"Channel\", array_length(todynamic(RecipientDetails)) > 1, \"Group chat\", \"1:1 chat\")\r\n| extend HasSuspUrl = TeamsMessageId in (suspUrlMsgs)\r\n| summarize Messages=count(), Senders=dcount(SenderEmailAddress), OneToOne=countif(ConvType==\"1:1 chat\"), GroupChat=countif(ConvType==\"Group chat\"), ChannelMsgs=countif(ConvType==\"Channel\"), ThreatMessages=countif(isnotempty(ThreatTypes)), Malware=countif(ThreatTypes has \"Malware\"), Phish=countif(ThreatTypes has \"Phish\"), Spam=countif(ThreatTypes has \"Spam\"), SuspUrlMsgs=countif(HasSuspUrl), FirstSeen=min(Timestamp), LastSeen=max(Timestamp) by SenderDomain\r\n| where ThreatMessages > 0\r\n| extend ThreatRatePct = round(100.0 * ThreatMessages / Messages, 1)\r\n| top 10 by ThreatMessages desc\r\n| project ['Sender Domain']=SenderDomain, Messages, Senders, ['1:1']=OneToOne, ['Group']=GroupChat, ['Channel']=ChannelMsgs, ['Threat Msgs']=ThreatMessages, Malware, Phish, Spam, ['Threat Rate %']=ThreatRatePct, ['Low-Rep URL Msgs']=SuspUrlMsgs, ['First Seen']=FirstSeen, ['Last Seen']=LastSeen",
-            "resolvedTables": [
-              "MessageEvents",
-              "MessageUrlInfo"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "MessageEvents",
-                "ahTable": "MessageEvents",
-                "identical": null,
-                "columnRenames": {},
-                "note": "no cached schema for either side; catalog renames only"
-              },
-              {
-                "sentinelTable": "MessageUrlInfo",
-                "ahTable": "MessageUrlInfo",
-                "identical": null,
-                "columnRenames": {},
-                "note": "no cached schema for either side; catalog renames only"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/35/content/items/10/content/query",
-          "sourceSha256": "a4b746884de5bb6d00bda9112992bd181df314fcbd1fc660bf27f346bc48659f",
-          "targetSha256": "a4b746884de5bb6d00bda9112992bd181df314fcbd1fc660bf27f346bc48659f"
-        },
-        {
-          "sourcePath": "/items/35/content/items/12/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "change",
-            "querySha256": "f2a08f578478be075836e68925004bcec49cde95c39255ae9e47d528567de15a"
-          },
-          "conversion": {
-            "sourceId": "/items/35/content/items/12/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query surfaces external sender domains in Microsoft Teams that have NO threat verdict yet but are sending messages with low-reputation URL TLDs or unusual volume, split by conversation type. These are early-warning senders that have not tripped a detection. Messages are de-duplicated to the latest record per message.\r\n// TIP: IsExternalThread may still surface your own accepted domains. To hide them, uncomment the\r\n// ExcludeDomains line below (add your tenant domains) and the matching where-clause.\r\n//let ExcludeDomains = dynamic([\"contoso.com\",\"contoso.com\"]);\r\nlet suspTlds = dynamic([\"top\",\"xyz\",\"click\",\"link\",\"shop\",\"online\",\"site\",\"live\",\"icu\",\"cyou\",\"sbs\",\"rest\",\"quest\",\"cfd\",\"bond\",\"buzz\",\"fun\",\"space\",\"monster\",\"work\",\"tk\",\"ml\",\"ga\",\"cf\",\"gq\",\"dev\",\"app\",\"zip\",\"mov\",\"info\",\"win\",\"loan\",\"men\",\"stream\",\"country\"]);\r\nlet suspUrlMsgs = MessageUrlInfo\r\n    | where isnotempty(UrlDomain)\r\n    | extend Tld = tostring(split(UrlDomain, \".\")[-1])\r\n    | where Tld in (suspTlds)\r\n    | distinct TeamsMessageId;\r\nMessageEvents\r\n| summarize arg_max(Timestamp, *) by TeamsMessageId\r\n| where IsExternalThread == true\r\n| extend SenderDomain = tostring(split(SenderEmailAddress, \"@\")[1])\r\n| where isnotempty(SenderDomain)\r\n//| where SenderDomain !in~ (ExcludeDomains)\r\n| extend ConvType = case(isnotempty(GroupId), \"Channel\", array_length(todynamic(RecipientDetails)) > 1, \"Group chat\", \"1:1 chat\")\r\n| extend HasSuspUrl = TeamsMessageId in (suspUrlMsgs)\r\n| summarize Messages=count(), Senders=dcount(SenderEmailAddress), OneToOne=countif(ConvType==\"1:1 chat\"), GroupChat=countif(ConvType==\"Group chat\"), ChannelMsgs=countif(ConvType==\"Channel\"), ThreatMessages=countif(isnotempty(ThreatTypes)), SuspUrlMsgs=countif(HasSuspUrl), FirstSeen=min(Timestamp), LastSeen=max(Timestamp) by SenderDomain\r\n| where ThreatMessages == 0\r\n| where SuspUrlMsgs > 0 or Messages >= 5\r\n| order by SuspUrlMsgs desc, Messages desc\r\n| take 10\r\n| project ['Sender Domain']=SenderDomain, Messages, Senders, ['1:1']=OneToOne, ['Group']=GroupChat, ['Channel']=ChannelMsgs, ['Low-Rep URL Msgs']=SuspUrlMsgs, ['First Seen']=FirstSeen, ['Last Seen']=LastSeen",
-            "resolvedTables": [
-              "MessageEvents",
-              "MessageUrlInfo"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "MessageEvents",
-                "ahTable": "MessageEvents",
-                "identical": null,
-                "columnRenames": {},
-                "note": "no cached schema for either side; catalog renames only"
-              },
-              {
-                "sentinelTable": "MessageUrlInfo",
-                "ahTable": "MessageUrlInfo",
-                "identical": null,
-                "columnRenames": {},
-                "note": "no cached schema for either side; catalog renames only"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/35/content/items/12/content/query",
-          "sourceSha256": "f2a08f578478be075836e68925004bcec49cde95c39255ae9e47d528567de15a",
-          "targetSha256": "f2a08f578478be075836e68925004bcec49cde95c39255ae9e47d528567de15a"
-        },
-        {
-          "sourcePath": "/items/35/content/items/14/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "change",
-            "querySha256": "9481873a44f8ed6dfbf0fd5482557b2162572334750bd1d4a742f46c0109f2b5"
-          },
-          "conversion": {
-            "sourceId": "/items/35/content/items/14/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query lists URL domains shared in Microsoft Teams that use low-reputation TLDs commonly abused for phishing and malware, ranked by the number of Teams messages they appeared in, with first- and last-seen. Treat high-reach or newly-seen domains as candidate indicators of compromise.\r\nlet suspTlds = dynamic([\"top\",\"xyz\",\"click\",\"link\",\"shop\",\"online\",\"site\",\"live\",\"icu\",\"cyou\",\"sbs\",\"rest\",\"quest\",\"cfd\",\"bond\",\"buzz\",\"fun\",\"space\",\"monster\",\"work\",\"tk\",\"ml\",\"ga\",\"cf\",\"gq\",\"dev\",\"app\",\"zip\",\"mov\",\"info\",\"win\",\"loan\",\"men\",\"stream\",\"country\"]);\r\nMessageUrlInfo\r\n| where isnotempty(UrlDomain)\r\n| extend Tld = tostring(split(UrlDomain, \".\")[-1])\r\n| where Tld in (suspTlds)\r\n| summarize Messages=dcount(TeamsMessageId), FirstSeen=min(TimeGenerated), LastSeen=max(TimeGenerated) by ['URL Domain']=UrlDomain, ['TLD']=Tld\r\n| top 10 by Messages desc",
-            "resolvedTables": [
-              "MessageUrlInfo"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "MessageUrlInfo",
-                "ahTable": "MessageUrlInfo",
-                "identical": null,
-                "columnRenames": {},
-                "note": "no cached schema for either side; catalog renames only"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/35/content/items/14/content/query",
-          "sourceSha256": "9481873a44f8ed6dfbf0fd5482557b2162572334750bd1d4a742f46c0109f2b5",
-          "targetSha256": "9481873a44f8ed6dfbf0fd5482557b2162572334750bd1d4a742f46c0109f2b5"
-        },
-        {
-          "sourcePath": "/items/36/content/items/1/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "change",
-            "querySha256": "4b63c2185466fb2c0dbb2ac9cf40db7e8cc9937e1fe634739b699730519de15f"
-          },
-          "conversion": {
-            "sourceId": "/items/36/content/items/1/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query summarizes Microsoft Teams file protection by Microsoft Defender for Office 365 - files scanned, files with malware detected, and files scanned with no detection - for the selected period.\r\nlet base = FileMaliciousContentInfo | where Workload == \"MicrosoftTeams\";\r\nunion\r\n(base | summarize Count = count() | extend Details = \"Teams Files Scanned\", Ord = 1),\r\n(base | where isnotempty(ThreatTypes) | summarize Count = count() | extend Details = \"Files with Malware Detected\", Ord = 2),\r\n(base | where isempty(ThreatTypes) | summarize Count = count() | extend Details = \"Files Scanned - No Detection\", Ord = 3)\r\n| sort by Ord asc\r\n| project Count, Details",
-            "resolvedTables": [
-              "FileMaliciousContentInfo"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "FileMaliciousContentInfo",
-                "ahTable": "FileMaliciousContentInfo",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 17,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/36/content/items/1/content/query",
-          "sourceSha256": "4b63c2185466fb2c0dbb2ac9cf40db7e8cc9937e1fe634739b699730519de15f",
-          "targetSha256": "4b63c2185466fb2c0dbb2ac9cf40db7e8cc9937e1fe634739b699730519de15f"
-        },
-        {
-          "sourcePath": "/items/36/content/items/3/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "change",
-            "querySha256": "dcb287d16b575c18bc08e9b93108034de2a21143f6c2cffc4d6afb357f0467c9"
-          },
-          "conversion": {
-            "sourceId": "/items/36/content/items/3/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query lists Microsoft Teams files detected with malware by Microsoft Defender for Office 365 for the selected period.\r\nFileMaliciousContentInfo\r\n| where Workload == \"MicrosoftTeams\"\r\n| where isnotempty(ThreatTypes)\r\n| top 10 by Timestamp desc\r\n| project ['Time']=Timestamp, ['File Name']=FileName, ['Threat Type']=tostring(ThreatTypes), ['Threat Names']=ThreatNames, ['File Location']=FolderPath, ['File Owner']=FileOwnerUpn, SHA256",
-            "resolvedTables": [
-              "FileMaliciousContentInfo"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "FileMaliciousContentInfo",
-                "ahTable": "FileMaliciousContentInfo",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 17,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/36/content/items/3/content/query",
-          "sourceSha256": "dcb287d16b575c18bc08e9b93108034de2a21143f6c2cffc4d6afb357f0467c9",
-          "targetSha256": "dcb287d16b575c18bc08e9b93108034de2a21143f6c2cffc4d6afb357f0467c9"
-        },
-        {
-          "sourcePath": "/items/37/content/items/1/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "change",
-            "querySha256": "d56012dfdfeab7ea980d7397bb06f4dc4f525632b6e855c3f630cb3bdfe53004"
-          },
-          "conversion": {
-            "sourceId": "/items/37/content/items/1/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query summarizes Microsoft Teams post-delivery ZAP (zero-hour auto purge) activity by Microsoft Defender for Office 365 for the selected period.\r\nlet zap = materialize(MessagePostDeliveryEvents);\r\nunion\r\n(zap | summarize Count = count() | extend Details = \"Total ZAP Actions\", Ord = 1),\r\n(zap | where ActionType == \"Malware ZAP\" | summarize Count = count() | extend Details = \"Malware ZAP\", Ord = 2),\r\n(zap | where ActionType == \"Phish ZAP\" | summarize Count = count() | extend Details = \"Phish ZAP\", Ord = 3),\r\n(zap | where ActionResult == \"Success\" | summarize Count = count() | extend Details = \"Successful Actions\", Ord = 4),\r\n(zap | where ActionResult == \"Failed\" | summarize Count = count() | extend Details = \"Failed Actions\", Ord = 5),\r\n(zap | where Action == \"Moved to quarantine\" | summarize Count = count() | extend Details = \"Moved to Quarantine\", Ord = 6)\r\n| sort by Ord asc\r\n| project Count, Details",
-            "resolvedTables": [
-              "MessagePostDeliveryEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "MessagePostDeliveryEvents",
-                "ahTable": "MessagePostDeliveryEvents",
-                "identical": null,
-                "columnRenames": {},
-                "note": "no cached schema for either side; catalog renames only"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/37/content/items/1/content/query",
-          "sourceSha256": "d56012dfdfeab7ea980d7397bb06f4dc4f525632b6e855c3f630cb3bdfe53004",
-          "targetSha256": "d56012dfdfeab7ea980d7397bb06f4dc4f525632b6e855c3f630cb3bdfe53004"
-        },
-        {
-          "sourcePath": "/items/37/content/items/4/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "b2e02ff93ae4800c4296fa4e53f2e91f2124a861d267f8c3f37eeac9bf1406f0"
-          },
-          "conversion": {
-            "sourceId": "/items/37/content/items/4/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises Microsoft Teams post-delivery ZAP actions over time by ZAP type, summarizing the data per selected interval.\r\nlet gran = {Granularity};\r\nlet minTime = toscalar(MessagePostDeliveryEvents | summarize min(Timestamp));\r\nlet maxTime = toscalar(MessagePostDeliveryEvents | summarize max(Timestamp));\r\nlet agg = materialize(MessagePostDeliveryEvents\r\n| summarize MalwareZAP = countif(ActionType == \"Malware ZAP\"), PhishZAP = countif(ActionType == \"Phish ZAP\") by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from bin(minTime, gran) to bin(maxTime, gran) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, MalwareZAP = coalesce(MalwareZAP, 0), PhishZAP = coalesce(PhishZAP, 0)\r\n| sort by Timestamp asc",
-            "resolvedTables": [
-              "MessagePostDeliveryEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "MessagePostDeliveryEvents",
-                "ahTable": "MessagePostDeliveryEvents",
-                "identical": null,
-                "columnRenames": {},
-                "note": "no cached schema for either side; catalog renames only"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/37/content/items/4/content/query",
-          "sourceSha256": "b2e02ff93ae4800c4296fa4e53f2e91f2124a861d267f8c3f37eeac9bf1406f0",
-          "targetSha256": "b2e02ff93ae4800c4296fa4e53f2e91f2124a861d267f8c3f37eeac9bf1406f0"
-        },
-        {
-          "sourcePath": "/items/37/content/items/5/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "change",
-            "querySha256": "6797ba254b49a324742a1644fa0f7b25f1ca5ec2dbcc89de72f01557f3fa6e51"
-          },
-          "conversion": {
-            "sourceId": "/items/37/content/items/5/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query shows Microsoft Teams post-delivery ZAP actions by type for the selected period.\r\nMessagePostDeliveryEvents\r\n| summarize Count = count() by ActionType",
-            "resolvedTables": [
-              "MessagePostDeliveryEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "MessagePostDeliveryEvents",
-                "ahTable": "MessagePostDeliveryEvents",
-                "identical": null,
-                "columnRenames": {},
-                "note": "no cached schema for either side; catalog renames only"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/37/content/items/5/content/query",
-          "sourceSha256": "6797ba254b49a324742a1644fa0f7b25f1ca5ec2dbcc89de72f01557f3fa6e51",
-          "targetSha256": "6797ba254b49a324742a1644fa0f7b25f1ca5ec2dbcc89de72f01557f3fa6e51"
-        },
-        {
-          "sourcePath": "/items/37/content/items/7/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "change",
-            "querySha256": "5b242c6518220d383b9aaf3c3c322115b22b7599436fa6aa50afb33584cd5ca7"
-          },
-          "conversion": {
-            "sourceId": "/items/37/content/items/7/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query lists the top 10 senders whose Microsoft Teams messages were removed by post-delivery ZAP for the selected period.\r\nMessagePostDeliveryEvents\r\n| where isnotempty(SenderEmailAddress)\r\n| summarize ZapActions = count(), MalwareZAP = countif(ActionType == \"Malware ZAP\"), PhishZAP = countif(ActionType == \"Phish ZAP\") by SenderEmailAddress\r\n| top 10 by ZapActions\r\n| project ['Sender']=SenderEmailAddress, ['ZAP Actions']=ZapActions, ['Malware ZAP']=MalwareZAP, ['Phish ZAP']=PhishZAP",
-            "resolvedTables": [
-              "MessagePostDeliveryEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "MessagePostDeliveryEvents",
-                "ahTable": "MessagePostDeliveryEvents",
-                "identical": null,
-                "columnRenames": {},
-                "note": "no cached schema for either side; catalog renames only"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/37/content/items/7/content/query",
-          "sourceSha256": "5b242c6518220d383b9aaf3c3c322115b22b7599436fa6aa50afb33584cd5ca7",
-          "targetSha256": "5b242c6518220d383b9aaf3c3c322115b22b7599436fa6aa50afb33584cd5ca7"
-        },
-        {
-          "sourcePath": "/items/38/content/items/1/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "74c47338b18595934a5cd4d8876022224fd7af6ac94bd7800a49d61c645afbcb"
-          },
-          "conversion": {
-            "sourceId": "/items/38/content/items/1/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query summarizes Microsoft Teams message and call submissions reported to Microsoft for the selected period, split by user and admin reports. Only completed submissions are counted (submission triage/timeout lifecycle records are excluded).\r\nlet sub = materialize(CloudAppEvents\r\n| extend RD = parse_json(RawEventData)\r\n| extend RecordType = tostring(RD.RecordType), SubmissionContentType = tostring(RD.SubmissionContentType)\r\n| where RecordType == \"29\" and SubmissionContentType in (\"ChatMessage\", \"TeamsCall\"));\r\nunion\r\n(sub | where SubmissionContentType == \"ChatMessage\" and ActionType == \"UserSubmission\" | summarize Count = count() | extend Details = \"Messages Reported by Users\", Ord = 1),\r\n(sub | where SubmissionContentType == \"TeamsCall\" and ActionType == \"UserSubmission\" | summarize Count = count() | extend Details = \"Calls Reported by Users\", Ord = 2),\r\n(sub | where SubmissionContentType == \"ChatMessage\" and ActionType == \"AdminSubmission\" | summarize Count = count() | extend Details = \"Messages Submitted by Admins\", Ord = 3)\r\n| sort by Ord asc\r\n| project Count, Details",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/38/content/items/1/content/query",
-          "sourceSha256": "74c47338b18595934a5cd4d8876022224fd7af6ac94bd7800a49d61c645afbcb",
-          "targetSha256": "74c47338b18595934a5cd4d8876022224fd7af6ac94bd7800a49d61c645afbcb"
-        },
-        {
-          "sourcePath": "/items/38/content/items/4/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "6afdeb4bbcf6ec7dab9d2f4a84fad1abc3b552b5228a31eb14a60f5e6ec0e6ee"
-          },
-          "conversion": {
-            "sourceId": "/items/38/content/items/4/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises Microsoft Teams message and call submissions over time, summarizing the data per selected interval. Only completed submissions are counted (submission triage/timeout lifecycle records are excluded).\r\nlet gran = {Granularity};\r\nlet sub = materialize(CloudAppEvents\r\n| extend RD = parse_json(RawEventData)\r\n| extend RecordType = tostring(RD.RecordType), SubmissionContentType = tostring(RD.SubmissionContentType)\r\n| where RecordType == \"29\" and SubmissionContentType in (\"ChatMessage\", \"TeamsCall\"));\r\nlet minTime = toscalar(sub | summarize min(Timestamp));\r\nlet maxTime = toscalar(sub | summarize max(Timestamp));\r\nlet agg = materialize(sub\r\n| summarize UserReports = countif(ActionType == \"UserSubmission\"), AdminReports = countif(ActionType == \"AdminSubmission\") by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from bin(minTime, gran) to bin(maxTime, gran) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, UserReports = coalesce(UserReports, 0), AdminReports = coalesce(AdminReports, 0)\r\n| sort by Timestamp asc",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/38/content/items/4/content/query",
-          "sourceSha256": "6afdeb4bbcf6ec7dab9d2f4a84fad1abc3b552b5228a31eb14a60f5e6ec0e6ee",
-          "targetSha256": "6afdeb4bbcf6ec7dab9d2f4a84fad1abc3b552b5228a31eb14a60f5e6ec0e6ee"
-        },
-        {
-          "sourcePath": "/items/38/content/items/5/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "d5f5be5c1701660a6b52e02e0a43917c49bed7cc2745efdb9436e3b7ca68aebd"
-          },
-          "conversion": {
-            "sourceId": "/items/38/content/items/5/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query shows the mix of Microsoft Teams submissions by content type and reporter for the selected period. Only completed user submissions (chat and call) and admin submissions (chat) are counted; submission triage/timeout lifecycle records are excluded.\r\nCloudAppEvents\r\n| extend RD = parse_json(RawEventData)\r\n| extend RecordType = tostring(RD.RecordType), SubmissionContentType = tostring(RD.SubmissionContentType)\r\n| where RecordType == \"29\"\r\n| where (SubmissionContentType == \"ChatMessage\" and ActionType == \"UserSubmission\")\r\n    or (SubmissionContentType == \"TeamsCall\" and ActionType == \"UserSubmission\")\r\n    or (SubmissionContentType == \"ChatMessage\" and ActionType == \"AdminSubmission\")\r\n| extend Reporter = iif(ActionType == \"AdminSubmission\", \"Admin\", \"User\")\r\n| summarize Count = count() by SubmissionType = strcat(SubmissionContentType, \" (\", Reporter, \")\")",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/38/content/items/5/content/query",
-          "sourceSha256": "d5f5be5c1701660a6b52e02e0a43917c49bed7cc2745efdb9436e3b7ca68aebd",
-          "targetSha256": "d5f5be5c1701660a6b52e02e0a43917c49bed7cc2745efdb9436e3b7ca68aebd"
-        },
-        {
-          "sourcePath": "/items/38/content/items/8/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "20e3b3ec8989478391f8c351684f4697b1865b0cce1f6b155f62529395a26344"
-          },
-          "conversion": {
-            "sourceId": "/items/38/content/items/8/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query shows Microsoft Teams user (false negative) message submissions by submission state (for example Rescaned, Graded), to track processing status.\r\nCloudAppEvents\r\n| extend RD = parse_json(RawEventData)\r\n| extend RecordType = tostring(RD.RecordType), SubmissionContentType = tostring(RD.SubmissionContentType)\r\n| where RecordType == \"29\" and SubmissionContentType == \"ChatMessage\"| where ActionType startswith \"UserSubmission\"\r\n| extend SubmissionState = tostring(RD.SubmissionState)\r\n| summarize Count = count() by tostring(SubmissionState)",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/38/content/items/8/content/query",
-          "sourceSha256": "20e3b3ec8989478391f8c351684f4697b1865b0cce1f6b155f62529395a26344",
-          "targetSha256": "20e3b3ec8989478391f8c351684f4697b1865b0cce1f6b155f62529395a26344"
-        },
-        {
-          "sourcePath": "/items/38/content/items/9/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "0acd8c2aa4ba1955856bf9c4c749ddee5d172f2f6d549331427e5e7ea4978fd6"
-          },
-          "conversion": {
-            "sourceId": "/items/38/content/items/9/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query shows Microsoft Teams user (false negative) message submissions by the triage verdict assigned during grading (for example Phishing, NotSpam, Spam).\r\nCloudAppEvents\r\n| extend RD = parse_json(RawEventData)\r\n| extend RecordType = tostring(RD.RecordType), SubmissionContentType = tostring(RD.SubmissionContentType)\r\n| where RecordType == \"29\" and SubmissionContentType == \"ChatMessage\"| where ActionType startswith \"UserSubmission\"\r\n| extend TriageVerdict = tostring(parse_json(tostring(RD.GradingResult)).TriageVerdict)\r\n| where isnotempty(TriageVerdict)\r\n| summarize Count = count() by TriageVerdict",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/38/content/items/9/content/query",
-          "sourceSha256": "0acd8c2aa4ba1955856bf9c4c749ddee5d172f2f6d549331427e5e7ea4978fd6",
-          "targetSha256": "0acd8c2aa4ba1955856bf9c4c749ddee5d172f2f6d549331427e5e7ea4978fd6"
-        },
-        {
-          "sourcePath": "/items/38/content/items/12/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "04d009f7216f66a76abb64250089d8989722f096714424cc35cb7b9e3c1590bf"
-          },
-          "conversion": {
-            "sourceId": "/items/38/content/items/12/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query lists the top 10 P2 (envelope) sender domains of Microsoft Teams messages reported by users as false negatives (missed detections).\r\nCloudAppEvents\r\n| extend RD = parse_json(RawEventData)\r\n| extend RecordType = tostring(RD.RecordType), SubmissionContentType = tostring(RD.SubmissionContentType)\r\n| where RecordType == \"29\" and SubmissionContentType == \"ChatMessage\"| where ActionType startswith \"UserSubmission\"\r\n| extend P2SenderDomain = tostring(RD.P2SenderDomain)\r\n| where isnotempty(P2SenderDomain)\r\n| summarize Submissions = count() by ['P2 Sender Domain']=P2SenderDomain\r\n| top 10 by Submissions",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/38/content/items/12/content/query",
-          "sourceSha256": "04d009f7216f66a76abb64250089d8989722f096714424cc35cb7b9e3c1590bf",
-          "targetSha256": "04d009f7216f66a76abb64250089d8989722f096714424cc35cb7b9e3c1590bf"
-        },
-        {
-          "sourcePath": "/items/38/content/items/13/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "d9fc4429458d6768986d75534c7e5b287febb131f98df1013b36157ec0453cdf"
-          },
-          "conversion": {
-            "sourceId": "/items/38/content/items/13/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query lists the top 10 individual P2 (envelope) senders of Microsoft Teams messages reported by users as false negatives (missed detections).\r\nCloudAppEvents\r\n| extend RD = parse_json(RawEventData)\r\n| extend RecordType = tostring(RD.RecordType), SubmissionContentType = tostring(RD.SubmissionContentType)\r\n| where RecordType == \"29\" and SubmissionContentType == \"ChatMessage\"| where ActionType startswith \"UserSubmission\"\r\n| extend P2Sender = tostring(RD.P2Sender)\r\n| where isnotempty(P2Sender)\r\n| summarize Submissions = count() by ['P2 Sender']=P2Sender\r\n| top 10 by Submissions",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/38/content/items/13/content/query",
-          "sourceSha256": "d9fc4429458d6768986d75534c7e5b287febb131f98df1013b36157ec0453cdf",
-          "targetSha256": "d9fc4429458d6768986d75534c7e5b287febb131f98df1013b36157ec0453cdf"
-        },
-        {
-          "sourcePath": "/items/38/content/items/16/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "2b779b661ef05861dc698417ce4c3ace11bf5e24c7112b669570d79957640189"
-          },
-          "conversion": {
-            "sourceId": "/items/38/content/items/16/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query lists the top 10 users who reported the most Microsoft Teams messages as false negatives (missed detections), with each submitter's email (from the submission record) to disambiguate users with similar names.\r\nCloudAppEvents\r\n| extend RD = parse_json(RawEventData)\r\n| extend RecordType = tostring(RD.RecordType), SubmissionContentType = tostring(RD.SubmissionContentType)\r\n| where RecordType == \"29\" and SubmissionContentType == \"ChatMessage\"| where ActionType startswith \"UserSubmission\"\r\n| extend Submitter = tostring(RD.SubmitterDisplayName), SubmitterEmail = tostring(RD.UserId)\r\n| where isnotempty(Submitter) and SubmitterEmail has \"@\"\r\n| summarize Submissions = count() by ['Submitter']=Submitter, ['Email']=SubmitterEmail\r\n| top 10 by Submissions",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/38/content/items/16/content/query",
-          "sourceSha256": "2b779b661ef05861dc698417ce4c3ace11bf5e24c7112b669570d79957640189",
-          "targetSha256": "2b779b661ef05861dc698417ce4c3ace11bf5e24c7112b669570d79957640189"
-        },
-        {
-          "sourcePath": "/items/38/content/items/17/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "97fd2970619fa0b5a172a616deaa5a9f27f21eab634de028226e1114c1adfefa"
-          },
-          "conversion": {
-            "sourceId": "/items/38/content/items/17/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query lists the top 10 admins who submitted the most Microsoft Teams messages as false negatives (missed detections). The admin's own email is not present in the submission record (that would require the Identity table), so the Submitter ID (object GUID) is shown to disambiguate admins with similar names.\r\nCloudAppEvents\r\n| extend RD = parse_json(RawEventData)\r\n| extend RecordType = tostring(RD.RecordType), SubmissionContentType = tostring(RD.SubmissionContentType)\r\n| where RecordType == \"29\" and SubmissionContentType == \"ChatMessage\"| where ActionType startswith \"AdminSubmission\"\r\n| extend Submitter = tostring(RD.SubmitterDisplayName), SubmitterId = tostring(RD.SubmitterId)\r\n| where isnotempty(Submitter)\r\n| summarize Submissions = count() by ['Admin']=Submitter, ['Submitter ID']=SubmitterId\r\n| top 10 by Submissions",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/38/content/items/17/content/query",
-          "sourceSha256": "97fd2970619fa0b5a172a616deaa5a9f27f21eab634de028226e1114c1adfefa",
-          "targetSha256": "97fd2970619fa0b5a172a616deaa5a9f27f21eab634de028226e1114c1adfefa"
-        },
-        {
-          "sourcePath": "/items/39/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "change",
-            "querySha256": "0fb110cc01724b5f264e5aaa5c0a3e6b4be6050260a6e29a9a0d2c7fe21ed919"
-          },
-          "conversion": {
-            "sourceId": "/items/39/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query lists the 10 most recent Microsoft Teams messages detected as phishing by Microsoft Defender for Office 365, de-duplicated to the latest record per message. TeamsMessageId is included so analysts can pivot to Advanced Hunting.\r\nMessageEvents\r\n| where ThreatTypes has \"Phish\"\r\n| summarize arg_max(Timestamp, *) by TeamsMessageId\r\n| top 10 by Timestamp desc\r\n| project ['Time']=Timestamp, ['Sender']=SenderEmailAddress, ['Threat Types']=ThreatTypes, ['Delivery Action']=DeliveryAction, ['Safety Tip']=SafetyTip, ['Team / Group']=GroupName, ['External Thread']=IsExternalThread, ['Subject']=MessageSubject, TeamsMessageId",
-            "resolvedTables": [
-              "MessageEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "MessageEvents",
-                "ahTable": "MessageEvents",
-                "identical": null,
-                "columnRenames": {},
-                "note": "no cached schema for either side; catalog renames only"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/39/content/items/2/content/query",
-          "sourceSha256": "0fb110cc01724b5f264e5aaa5c0a3e6b4be6050260a6e29a9a0d2c7fe21ed919",
-          "targetSha256": "0fb110cc01724b5f264e5aaa5c0a3e6b4be6050260a6e29a9a0d2c7fe21ed919"
-        },
-        {
-          "sourcePath": "/items/39/content/items/4/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "change",
-            "querySha256": "4b9639f39ccb32743e168a2b1d02e8703a134387a8f8e80a368b383c8f831333"
-          },
-          "conversion": {
-            "sourceId": "/items/39/content/items/4/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query lists the 10 most recent Microsoft Teams messages detected as malware by Microsoft Defender for Office 365, de-duplicated to the latest record per message. TeamsMessageId is included so analysts can pivot to Advanced Hunting.\r\nMessageEvents\r\n| where ThreatTypes has \"Malware\"\r\n| summarize arg_max(Timestamp, *) by TeamsMessageId\r\n| top 10 by Timestamp desc\r\n| project ['Time']=Timestamp, ['Sender']=SenderEmailAddress, ['Threat Types']=ThreatTypes, ['Delivery Action']=DeliveryAction, ['Safety Tip']=SafetyTip, ['Team / Group']=GroupName, ['External Thread']=IsExternalThread, ['Subject']=MessageSubject, TeamsMessageId",
-            "resolvedTables": [
-              "MessageEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "MessageEvents",
-                "ahTable": "MessageEvents",
-                "identical": null,
-                "columnRenames": {},
-                "note": "no cached schema for either side; catalog renames only"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/39/content/items/4/content/query",
-          "sourceSha256": "4b9639f39ccb32743e168a2b1d02e8703a134387a8f8e80a368b383c8f831333",
-          "targetSha256": "4b9639f39ccb32743e168a2b1d02e8703a134387a8f8e80a368b383c8f831333"
-        },
-        {
-          "sourcePath": "/items/41/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "9d59f8c46ce5618c306f4f088c16dcdfa3d0640dea57a088b167b93dd2a8ea24"
-          },
-          "conversion": {
-            "sourceId": "/items/41/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "// This query visualises the top 10 users that are receiving Spam, Phishing or Malware emails\r\nEmailEvents \r\n| where  OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\" and EmailDirection ==\"Inbound\"\r\n| extend MDO_detection = parse_json(DetectionMethods) \r\n| extend FirstDetection = iif(isempty(MDO_detection), \"Clean\", tostring(bag_keys(MDO_detection)[0])) \r\n| extend FirstSubcategory = iif(FirstDetection != \"Clean\" and array_length(MDO_detection[FirstDetection]) > 0, strcat(FirstDetection, \": \", tostring(MDO_detection[FirstDetection][0])), \"No Detection (clean)\") \r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize TotalEmailCount=count(),MalwareEmailCount = countif(FirstDetection == \"Malware\"),PhishEmailCount = countif(FirstDetection ==  \"Phish\"),SpamEmailCount = countif(FirstDetection ==  \"Spam\") by RecipientEmailAddress\r\n| extend ThreatEmailCount=(MalwareEmailCount+PhishEmailCount+SpamEmailCount)\r\n| extend Bad_Traffic_Percentage_Inbound = todouble(round(ThreatEmailCount / todouble(TotalEmailCount) *100, 2))\r\n| top 15 by ThreatEmailCount\r\n| project ['Recipient']=RecipientEmailAddress, ['Total Emails']=TotalEmailCount, ['Threat Emails']=ThreatEmailCount, ['Malware']=MalwareEmailCount, ['Phish']=PhishEmailCount, ['Spam']=SpamEmailCount, ['Bad Traffic %']=Bad_Traffic_Percentage_Inbound",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/41/content/items/2/content/query",
-          "sourceSha256": "9d59f8c46ce5618c306f4f088c16dcdfa3d0640dea57a088b167b93dd2a8ea24",
-          "targetSha256": "9d59f8c46ce5618c306f4f088c16dcdfa3d0640dea57a088b167b93dd2a8ea24"
-        },
-        {
-          "sourcePath": "/items/41/content/items/4/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "ac961ffab2badfb22671c80ef61f1487dcf566403fc4dce05933d1e41062b334"
-          },
-          "conversion": {
-            "sourceId": "/items/41/content/items/4/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "// This query visualises the top 10 senders by inbound email sending volume\r\nEmailEvents \r\n| where  OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\" and EmailDirection ==\"Inbound\"\r\n| extend MDO_detection = parse_json(DetectionMethods) \r\n| extend FirstDetection = iif(isempty(MDO_detection), \"Clean\", tostring(bag_keys(MDO_detection)[0])) \r\n| extend FirstSubcategory = iif(FirstDetection != \"Clean\" and array_length(MDO_detection[FirstDetection]) > 0, strcat(FirstDetection, \": \", tostring(MDO_detection[FirstDetection][0])), \"No Detection (clean)\") \r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize TotalEmailCount=count(),MalwareEmailCount = countif(FirstDetection == \"Malware\"),PhishEmailCount = countif(FirstDetection ==  \"Phish\"),SpamEmailCount = countif(FirstDetection ==  \"Spam\") by SenderFromAddress\r\n| extend ThreatEmailCount=(MalwareEmailCount+PhishEmailCount+SpamEmailCount)\r\n| extend Bad_Traffic_Percentage_Inbound = todouble(round(ThreatEmailCount / todouble(TotalEmailCount) *100, 2))\r\n| top 15 by TotalEmailCount\r\n| project ['Sender']=SenderFromAddress, ['Total Emails']=TotalEmailCount, ['Threat Emails']=ThreatEmailCount, ['Malware']=MalwareEmailCount, ['Phish']=PhishEmailCount, ['Spam']=SpamEmailCount, ['Bad Traffic %']=Bad_Traffic_Percentage_Inbound",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/41/content/items/4/content/query",
-          "sourceSha256": "ac961ffab2badfb22671c80ef61f1487dcf566403fc4dce05933d1e41062b334",
-          "targetSha256": "ac961ffab2badfb22671c80ef61f1487dcf566403fc4dce05933d1e41062b334"
-        },
-        {
-          "sourcePath": "/items/41/content/items/6/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "fceefa84bd5d3373ad7b9ec5550c32752c299351566c94db662127b239a08d89"
-          },
-          "conversion": {
-            "sourceId": "/items/41/content/items/6/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "// This query visualises the top 10 senders by inbound email sending volume\r\nEmailEvents \r\n| where  OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\" and EmailDirection ==\"Inbound\"\r\n| extend MDO_detection = parse_json(DetectionMethods) \r\n| extend FirstDetection = iif(isempty(MDO_detection), \"Clean\", tostring(bag_keys(MDO_detection)[0])) \r\n| extend FirstSubcategory = iif(FirstDetection != \"Clean\" and array_length(MDO_detection[FirstDetection]) > 0, strcat(FirstDetection, \": \", tostring(MDO_detection[FirstDetection][0])), \"No Detection (clean)\") \r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize TotalEmailCount=count(),MalwareEmailCount = countif(FirstDetection == \"Malware\"),PhishEmailCount = countif(FirstDetection ==  \"Phish\"),SpamEmailCount = countif(FirstDetection ==  \"Spam\") by SenderFromDomain\r\n| extend ThreatEmailCount=(MalwareEmailCount+PhishEmailCount+SpamEmailCount)\r\n| extend Bad_Traffic_Percentage_Inbound = todouble(round(ThreatEmailCount / todouble(TotalEmailCount) *100, 2))\r\n| top 15 by TotalEmailCount\r\n| project ['Sender Domain']=SenderFromDomain, ['Total Emails']=TotalEmailCount, ['Threat Emails']=ThreatEmailCount, ['Malware']=MalwareEmailCount, ['Phish']=PhishEmailCount, ['Spam']=SpamEmailCount, ['Bad Traffic %']=Bad_Traffic_Percentage_Inbound",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/41/content/items/6/content/query",
-          "sourceSha256": "fceefa84bd5d3373ad7b9ec5550c32752c299351566c94db662127b239a08d89",
-          "targetSha256": "fceefa84bd5d3373ad7b9ec5550c32752c299351566c94db662127b239a08d89"
-        },
-        {
-          "sourcePath": "/items/42/content/items/3/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "5e0116bf9f5d0bc3393442882c18bcbcb7c7de3552a08ca36ca34e74b571b4ca"
-          },
-          "conversion": {
-            "sourceId": "/items/42/content/items/3/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "// This query visualises automatic email forwarding to external email addresses by forwarding type\r\nEmailEvents \r\n| where EmailDirection == \"Outbound\" and ForwardingInformation !=\"\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| extend ForwardingType = tostring((parse_json(ForwardingInformation)).ForwardingType),ForwardingUser=tostring((parse_json(ForwardingInformation)).ForwardingUser)\r\n| summarize count() by ForwardingType\r\n| sort by count_ desc \r\n",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/42/content/items/3/content/query",
-          "sourceSha256": "5e0116bf9f5d0bc3393442882c18bcbcb7c7de3552a08ca36ca34e74b571b4ca",
-          "targetSha256": "5e0116bf9f5d0bc3393442882c18bcbcb7c7de3552a08ca36ca34e74b571b4ca"
-        },
-        {
-          "sourcePath": "/items/42/content/items/4/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "7dbef8b884dd43cc125e9c117b67264abeaae9d61cfd118b9d6716b4651bafad"
-          },
-          "conversion": {
-            "sourceId": "/items/42/content/items/4/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "// This query visualises the top 10 internal senders who are automatically forwarding emails to external email addresses\r\nEmailEvents \r\n| where EmailDirection == \"Outbound\" and ForwardingInformation !=\"\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| extend ForwardingType = tostring((parse_json(ForwardingInformation)).ForwardingType),ForwardingUser=tostring((parse_json(ForwardingInformation)).ForwardingUser)\r\n| summarize TotalForwardedMessages = count() by ForwardingUser\r\n| sort by TotalForwardedMessages desc \r\n| top 10 by TotalForwardedMessages\r\n| project ['Forwarding User']=ForwardingUser, ['Forwarded Messages']=TotalForwardedMessages\r\n\r\n",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/42/content/items/4/content/query",
-          "sourceSha256": "7dbef8b884dd43cc125e9c117b67264abeaae9d61cfd118b9d6716b4651bafad",
-          "targetSha256": "7dbef8b884dd43cc125e9c117b67264abeaae9d61cfd118b9d6716b4651bafad"
-        },
-        {
-          "sourcePath": "/items/42/content/items/6/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "17f3884ff63e526609f3cf6853e35fae3eb67888c3b17c22d44641353f4c1886"
-          },
-          "conversion": {
-            "sourceId": "/items/42/content/items/6/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "// This query visualises the top 10 internal senders who are automatically forwarding emails to external email addresses using Mailbox Rules\r\nEmailEvents \r\n| where EmailDirection == \"Outbound\" and ForwardingInformation !=\"\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| extend ForwardingType = tostring((parse_json(ForwardingInformation)).ForwardingType),ForwardingUser=tostring((parse_json(ForwardingInformation)).ForwardingUser)\r\n| where ForwardingType ==\"MbxRule\"\r\n| summarize TotalForwardedMessages = count() by ForwardingUser\r\n| top 10 by TotalForwardedMessages desc\r\n| project ['Forwarding User']=ForwardingUser, ['Forwarded Messages']=TotalForwardedMessages",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/42/content/items/6/content/query",
-          "sourceSha256": "17f3884ff63e526609f3cf6853e35fae3eb67888c3b17c22d44641353f4c1886",
-          "targetSha256": "17f3884ff63e526609f3cf6853e35fae3eb67888c3b17c22d44641353f4c1886"
-        },
-        {
-          "sourcePath": "/items/42/content/items/9/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "0051da9da84fd58c4227dfa6801a0fc16a44d77c2e336d0b1aad7995862f15bf"
-          },
-          "conversion": {
-            "sourceId": "/items/42/content/items/9/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "// This query visualises the top 10 external domains who are recieving automatically forwarded emails using Mailbox Rules\r\nEmailEvents \r\n| where EmailDirection == \"Outbound\" and ForwardingInformation !=\"\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| extend ForwardingType = tostring((parse_json(ForwardingInformation)).ForwardingType),ForwardingUser=tostring((parse_json(ForwardingInformation)).ForwardingUser),RecipientDomain = tostring(split(RecipientEmailAddress, \"@\")[1])\r\n| where ForwardingType ==\"MbxRule\"\r\n| summarize TotalForwardedMessages = count() by RecipientDomain\r\n| top 10 by TotalForwardedMessages desc\r\n| project ['Recipient Domain']=RecipientDomain, ['Forwarded Messages']=TotalForwardedMessages",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/42/content/items/9/content/query",
-          "sourceSha256": "0051da9da84fd58c4227dfa6801a0fc16a44d77c2e336d0b1aad7995862f15bf",
-          "targetSha256": "0051da9da84fd58c4227dfa6801a0fc16a44d77c2e336d0b1aad7995862f15bf"
-        },
-        {
-          "sourcePath": "/items/42/content/items/10/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "63f1fbdcafb468c66e1febf1482a7f3463d594eeb4394214aafb0e20b6df5551"
-          },
-          "conversion": {
-            "sourceId": "/items/42/content/items/10/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "// This query visualises the top 10 external recipients who are recieving automatically forwarded emails using Mailbox Rules\r\nEmailEvents \r\n| where EmailDirection == \"Outbound\" and ForwardingInformation !=\"\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| extend ForwardingType = tostring((parse_json(ForwardingInformation)).ForwardingType),ForwardingUser=tostring((parse_json(ForwardingInformation)).ForwardingUser)\r\n| where ForwardingType ==\"MbxRule\"\r\n| summarize TotalForwardedMessages = count() by RecipientEmailAddress\r\n| top 10 by TotalForwardedMessages desc\r\n| project ['Recipient']=RecipientEmailAddress, ['Forwarded Messages']=TotalForwardedMessages",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/42/content/items/10/content/query",
-          "sourceSha256": "63f1fbdcafb468c66e1febf1482a7f3463d594eeb4394214aafb0e20b6df5551",
-          "targetSha256": "63f1fbdcafb468c66e1febf1482a7f3463d594eeb4394214aafb0e20b6df5551"
-        },
-        {
-          "sourcePath": "/items/42/content/items/12/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "7a240719dc0518ec4cd9fbb8458bdba5043dc188e73ccc4079238ff38a3f5ded"
-          },
-          "conversion": {
-            "sourceId": "/items/42/content/items/12/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "// This query visualises the top 10 internal senders who are automatically forwarding emails to external email addresses using SmtpForwarding\r\nEmailEvents \r\n| where EmailDirection == \"Outbound\" and ForwardingInformation !=\"\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| extend ForwardingType = tostring((parse_json(ForwardingInformation)).ForwardingType),ForwardingUser=tostring((parse_json(ForwardingInformation)).ForwardingUser)\r\n| where ForwardingType ==\"SmtpForwarding\"\r\n| summarize count() by ForwardingUser\r\n| top 10 by count_ desc\r\n| project ['Forwarding User']=ForwardingUser, ['Forwarded Messages']=count_",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/42/content/items/12/content/query",
-          "sourceSha256": "7a240719dc0518ec4cd9fbb8458bdba5043dc188e73ccc4079238ff38a3f5ded",
-          "targetSha256": "7a240719dc0518ec4cd9fbb8458bdba5043dc188e73ccc4079238ff38a3f5ded"
-        },
-        {
-          "sourcePath": "/items/42/content/items/15/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "f419065f15e2b1933db7f5ad38dcbc907dc999bbe3c10400a02732e1b85ef9e9"
-          },
-          "conversion": {
-            "sourceId": "/items/42/content/items/15/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "// This query visualises the top 10 external recipients who are recieving automatically forwarded emails using SmtpForwarding\r\nEmailEvents \r\n| where EmailDirection == \"Outbound\" and ForwardingInformation !=\"\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| extend ForwardingType = tostring((parse_json(ForwardingInformation)).ForwardingType),ForwardingUser=tostring((parse_json(ForwardingInformation)).ForwardingUser),RecipientDomain = tostring(split(RecipientEmailAddress, \"@\")[1])\r\n| where ForwardingType ==\"SmtpForwarding\"\r\n| summarize TotalForwardedMessages = count() by RecipientDomain\r\n| top 10 by TotalForwardedMessages desc\r\n| project ['Recipient Domain']=RecipientDomain, ['Forwarded Messages']=TotalForwardedMessages",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/42/content/items/15/content/query",
-          "sourceSha256": "f419065f15e2b1933db7f5ad38dcbc907dc999bbe3c10400a02732e1b85ef9e9",
-          "targetSha256": "f419065f15e2b1933db7f5ad38dcbc907dc999bbe3c10400a02732e1b85ef9e9"
-        },
-        {
-          "sourcePath": "/items/42/content/items/16/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "4e4912f05c0a6b730d36f0571fe9b520d19c6cc77048e7a7d827ac38cde51ece"
-          },
-          "conversion": {
-            "sourceId": "/items/42/content/items/16/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "// This query visualises the top 10 external recipients who are recieving automatically forwarded emails using SmtpForwarding\r\nEmailEvents \r\n| where EmailDirection == \"Outbound\" and ForwardingInformation !=\"\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| extend ForwardingType = tostring((parse_json(ForwardingInformation)).ForwardingType),ForwardingUser=tostring((parse_json(ForwardingInformation)).ForwardingUser)\r\n| where ForwardingType ==\"SmtpForwarding\"\r\n| summarize TotalForwardedMessages = count() by RecipientEmailAddress\r\n| top 10 by TotalForwardedMessages desc\r\n| project ['Recipient']=RecipientEmailAddress, ['Forwarded Messages']=TotalForwardedMessages",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/42/content/items/16/content/query",
-          "sourceSha256": "4e4912f05c0a6b730d36f0571fe9b520d19c6cc77048e7a7d827ac38cde51ece",
-          "targetSha256": "4e4912f05c0a6b730d36f0571fe9b520d19c6cc77048e7a7d827ac38cde51ece"
-        },
-        {
-          "sourcePath": "/items/44/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "98841a54452a812aa4fb1d340d18cc6ad07db86fec6ead416e83493936120eec"
-          },
-          "conversion": {
-            "sourceId": "/items/44/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the ammount of emails subject to an admin policy with action of allow independent of action taken, summarizing the data daily\r\nlet gran = {Granularity};\r\nlet agg = materialize(EmailEvents\r\n| where isnotempty(OrgLevelPolicy) and OrgLevelPolicy!=\"SecOps Mailbox\" and OrgLevelAction == \"Allow\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize TotalAdminOverrides = count() by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from toscalar(agg | summarize min(Timestamp)) to toscalar(agg | summarize max(Timestamp)) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, ['Admin Overrides'] = coalesce(TotalAdminOverrides, 0)\r\n| sort by Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/44/content/items/2/content/query",
-          "sourceSha256": "98841a54452a812aa4fb1d340d18cc6ad07db86fec6ead416e83493936120eec",
-          "targetSha256": "98841a54452a812aa4fb1d340d18cc6ad07db86fec6ead416e83493936120eec"
-        },
-        {
-          "sourcePath": "/items/44/content/items/5/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "08eb36cc6b166e767c0298ceac0436bd7dcd8ee1529950c0900e62f533436c43"
-          },
-          "conversion": {
-            "sourceId": "/items/44/content/items/5/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the total ammount of emails subject to an admin policy with action of allow, independent of action taken, summarizing the data by type of override\r\nEmailEvents \r\n| where isnotempty(OrgLevelPolicy) and OrgLevelPolicy!=\"SecOps Mailbox\" and OrgLevelAction == \"Allow\" \r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize count() by OrgLevelPolicy",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/44/content/items/5/content/query",
-          "sourceSha256": "08eb36cc6b166e767c0298ceac0436bd7dcd8ee1529950c0900e62f533436c43",
-          "targetSha256": "08eb36cc6b166e767c0298ceac0436bd7dcd8ee1529950c0900e62f533436c43"
-        },
-        {
-          "sourcePath": "/items/44/content/items/6/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "479581dfceba4451dbdf7519a43485982e518fc2508e7008a552d26c58474d10"
-          },
-          "conversion": {
-            "sourceId": "/items/44/content/items/6/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the ammount of emails subject to an admin policy with action of allow, independent of action taken, summarizing the data by type of override and threats type found\r\nEmailEvents \r\n| where isnotempty(OrgLevelPolicy) and OrgLevelPolicy!=\"SecOps Mailbox\" and OrgLevelAction == \"Allow\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| extend ThreatTypes = case(ThreatTypes has \"Malware\", \"Malware\", ThreatTypes has \"Phish\", \"Phish\", ThreatTypes has \"Spam\", \"Spam\", ThreatTypes)\r\n| summarize TotalEmails=count() by OrgLevelAction,OrgLevelPolicy,ThreatTypes\r\n| sort by TotalEmails\r\n| project ['Override Action']=OrgLevelAction, ['Override Policy']=OrgLevelPolicy, ['Threat Type']=ThreatTypes, ['Total Emails']=TotalEmails",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/44/content/items/6/content/query",
-          "sourceSha256": "479581dfceba4451dbdf7519a43485982e518fc2508e7008a552d26c58474d10",
-          "targetSha256": "479581dfceba4451dbdf7519a43485982e518fc2508e7008a552d26c58474d10"
-        },
-        {
-          "sourcePath": "/items/44/content/items/8/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "605f590cbbd6fdc3484113461d66c5d0b477e6bb4bcb108ce19b4a38d770fc97"
-          },
-          "conversion": {
-            "sourceId": "/items/44/content/items/8/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the total ammount of emails subject to the \r\nEmailEvents \r\n| where OrgLevelPolicy==\"SecOps Mailbox\" and OrgLevelAction == \"Allow\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize count() by OrgLevelPolicy",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/44/content/items/8/content/query",
-          "sourceSha256": "605f590cbbd6fdc3484113461d66c5d0b477e6bb4bcb108ce19b4a38d770fc97",
-          "targetSha256": "605f590cbbd6fdc3484113461d66c5d0b477e6bb4bcb108ce19b4a38d770fc97"
-        },
-        {
-          "sourcePath": "/items/44/content/items/9/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "fd049e88fa8087c8310c7c8f5921ae01ae9d30c2f378b8dfc0c987bc882bdc55"
-          },
-          "conversion": {
-            "sourceId": "/items/44/content/items/9/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the ammount of emails delivered to the SecOps Mailbox by threat type\r\nEmailEvents \r\n| where isnotempty(OrgLevelPolicy) and OrgLevelPolicy==\"SecOps Mailbox\" and OrgLevelAction == \"Allow\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| extend ThreatTypes = case(ThreatTypes has \"Malware\", \"Malware\", ThreatTypes has \"Phish\", \"Phish\", ThreatTypes has \"Spam\", \"Spam\", ThreatTypes)\r\n| summarize TotalEmails=count() by OrgLevelAction,OrgLevelPolicy,ThreatTypes\r\n| sort by TotalEmails\r\n| project ['Override Action']=OrgLevelAction, ['Override Policy']=OrgLevelPolicy, ['Threat Type']=ThreatTypes, ['Total Emails']=TotalEmails",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/44/content/items/9/content/query",
-          "sourceSha256": "fd049e88fa8087c8310c7c8f5921ae01ae9d30c2f378b8dfc0c987bc882bdc55",
-          "targetSha256": "fd049e88fa8087c8310c7c8f5921ae01ae9d30c2f378b8dfc0c987bc882bdc55"
-        },
-        {
-          "sourcePath": "/items/45/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "0191481702bf99320c3c3ad445bb2e8a562c98b46d86efa5a17bcf9b1ef9eb94"
-          },
-          "conversion": {
-            "sourceId": "/items/45/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the ammount of emails subject to an admin policy with action of block, summarizing the data daily\r\nlet gran = {Granularity};\r\nlet agg = materialize(EmailEvents\r\n| where isnotempty(OrgLevelPolicy) and OrgLevelAction == \"Block\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize TotalAdminOverrides = count() by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from toscalar(agg | summarize min(Timestamp)) to toscalar(agg | summarize max(Timestamp)) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, ['Admin Overrides'] = coalesce(TotalAdminOverrides, 0)\r\n| sort by Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/45/content/items/2/content/query",
-          "sourceSha256": "0191481702bf99320c3c3ad445bb2e8a562c98b46d86efa5a17bcf9b1ef9eb94",
-          "targetSha256": "0191481702bf99320c3c3ad445bb2e8a562c98b46d86efa5a17bcf9b1ef9eb94"
-        },
-        {
-          "sourcePath": "/items/45/content/items/5/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "01b0947f0335fa298b8afea14dcc5e146680f766523ab941ff94b982afb7d45c"
-          },
-          "conversion": {
-            "sourceId": "/items/45/content/items/5/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the total ammount of emails subject to an admin policy with action of block, summarizing the data by type of override\r\nEmailEvents \r\n| where isnotempty(OrgLevelPolicy) and OrgLevelAction == \"Block\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize count() by OrgLevelPolicy",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/45/content/items/5/content/query",
-          "sourceSha256": "01b0947f0335fa298b8afea14dcc5e146680f766523ab941ff94b982afb7d45c",
-          "targetSha256": "01b0947f0335fa298b8afea14dcc5e146680f766523ab941ff94b982afb7d45c"
-        },
-        {
-          "sourcePath": "/items/45/content/items/6/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "5308d5b51d6cc5c05ec341e7da32f8f3291d9f0a9c86842f71f9522be78e0d26"
-          },
-          "conversion": {
-            "sourceId": "/items/45/content/items/6/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the ammount of emails subject to an admin policy with action of block, summarizing the data by type of override and threats type found\r\nEmailEvents \r\n| where isnotempty(OrgLevelPolicy) and OrgLevelAction == \"Block\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| extend ThreatTypes = case(ThreatTypes has \"Malware\", \"Malware\", ThreatTypes has \"Phish\", \"Phish\", ThreatTypes has \"Spam\", \"Spam\", ThreatTypes)\r\n| summarize TotalEmails=count() by OrgLevelAction,OrgLevelPolicy,ThreatTypes\r\n| sort by TotalEmails\r\n| project ['Override Action']=OrgLevelAction, ['Override Policy']=OrgLevelPolicy, ['Threat Type']=ThreatTypes, ['Total Emails']=TotalEmails",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/45/content/items/6/content/query",
-          "sourceSha256": "5308d5b51d6cc5c05ec341e7da32f8f3291d9f0a9c86842f71f9522be78e0d26",
-          "targetSha256": "5308d5b51d6cc5c05ec341e7da32f8f3291d9f0a9c86842f71f9522be78e0d26"
-        },
-        {
-          "sourcePath": "/items/46/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "8eb5d94e482fa58347a8ce7121a05ac0d42d087646d610ed7268b982f821a6df"
-          },
-          "conversion": {
-            "sourceId": "/items/46/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the ammount of emails subject to a user type policy with action of allow, summarizing the data daily\r\nlet gran = {Granularity};\r\nlet agg = materialize(EmailEvents\r\n| where isnotempty(UserLevelPolicy) and UserLevelAction == \"Allow\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize TotalUserOverrides = count() by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from toscalar(agg | summarize min(Timestamp)) to toscalar(agg | summarize max(Timestamp)) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, ['User Overrides'] = coalesce(TotalUserOverrides, 0)\r\n| sort by Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/46/content/items/2/content/query",
-          "sourceSha256": "8eb5d94e482fa58347a8ce7121a05ac0d42d087646d610ed7268b982f821a6df",
-          "targetSha256": "8eb5d94e482fa58347a8ce7121a05ac0d42d087646d610ed7268b982f821a6df"
-        },
-        {
-          "sourcePath": "/items/46/content/items/5/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "634ea17d6cce9c0c9779764b703ddc1cfce8f66aa5d6c9124e913e33f368e4e3"
-          },
-          "conversion": {
-            "sourceId": "/items/46/content/items/5/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the total ammount of emails subject to a user type policy with action of allow, summarizing the data by type of override\r\nEmailEvents \r\n| where isnotempty(UserLevelPolicy) and UserLevelAction == \"Allow\" \r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize count() by UserLevelPolicy",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/46/content/items/5/content/query",
-          "sourceSha256": "634ea17d6cce9c0c9779764b703ddc1cfce8f66aa5d6c9124e913e33f368e4e3",
-          "targetSha256": "634ea17d6cce9c0c9779764b703ddc1cfce8f66aa5d6c9124e913e33f368e4e3"
-        },
-        {
-          "sourcePath": "/items/46/content/items/6/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "39177dbcea32c9061429809d0735bb1ff809bc2050b5c20fe60cba294737ba07"
-          },
-          "conversion": {
-            "sourceId": "/items/46/content/items/6/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the ammount of emails subject to a user type policy with action of allow, summarizing the data by type of override and threats type found\r\nEmailEvents \r\n| where isnotempty(UserLevelPolicy) and UserLevelAction == \"Allow\" \r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| extend ThreatTypes = case(ThreatTypes has \"Malware\", \"Malware\", ThreatTypes has \"Phish\", \"Phish\", ThreatTypes has \"Spam\", \"Spam\", ThreatTypes)\r\n| summarize TotalEmails=count() by UserLevelAction,UserLevelPolicy,ThreatTypes\r\n| sort by TotalEmails\r\n| project ['Override Action']=UserLevelAction, ['Override Policy']=UserLevelPolicy, ['Threat Type']=ThreatTypes, ['Total Emails']=TotalEmails",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/46/content/items/6/content/query",
-          "sourceSha256": "39177dbcea32c9061429809d0735bb1ff809bc2050b5c20fe60cba294737ba07",
-          "targetSha256": "39177dbcea32c9061429809d0735bb1ff809bc2050b5c20fe60cba294737ba07"
-        },
-        {
-          "sourcePath": "/items/47/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "98ae122b7b16d93a3b04c8c4bff31071fe303ddbb0395a629a7c77f0d4094a4e"
-          },
-          "conversion": {
-            "sourceId": "/items/47/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the ammount of emails subject to a user type policy with action of block, summarizing the data daily\r\nlet gran = {Granularity};\r\nlet agg = materialize(EmailEvents\r\n| where isnotempty(UserLevelPolicy) and UserLevelAction == \"Block\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize TotalUserOverrides = count() by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from toscalar(agg | summarize min(Timestamp)) to toscalar(agg | summarize max(Timestamp)) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, ['User Overrides'] = coalesce(TotalUserOverrides, 0)\r\n| sort by Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/47/content/items/2/content/query",
-          "sourceSha256": "98ae122b7b16d93a3b04c8c4bff31071fe303ddbb0395a629a7c77f0d4094a4e",
-          "targetSha256": "98ae122b7b16d93a3b04c8c4bff31071fe303ddbb0395a629a7c77f0d4094a4e"
-        },
-        {
-          "sourcePath": "/items/47/content/items/5/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "038df3e31a9bd7d87478d0db455c54d07eb82935fe7f53a11faaddaefd310858"
-          },
-          "conversion": {
-            "sourceId": "/items/47/content/items/5/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the total ammount of emails subject to a user type policy with action of block, summarizing the data by type of override\r\nEmailEvents \r\n| where isnotempty(UserLevelPolicy) and UserLevelAction == \"Block\" \r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize count() by UserLevelPolicy",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/47/content/items/5/content/query",
-          "sourceSha256": "038df3e31a9bd7d87478d0db455c54d07eb82935fe7f53a11faaddaefd310858",
-          "targetSha256": "038df3e31a9bd7d87478d0db455c54d07eb82935fe7f53a11faaddaefd310858"
-        },
-        {
-          "sourcePath": "/items/47/content/items/6/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "11597c350853d749382e4f898978edbdfc528bb6930690b985201cd197737a43"
-          },
-          "conversion": {
-            "sourceId": "/items/47/content/items/6/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the ammount of emails subject to a user type policy with action of block, summarizing the data by type of override and threats type found\r\nEmailEvents \r\n| where isnotempty(UserLevelPolicy) and UserLevelAction == \"Block\" \r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| extend ThreatTypes = case(ThreatTypes has \"Malware\", \"Malware\", ThreatTypes has \"Phish\", \"Phish\", ThreatTypes has \"Spam\", \"Spam\", ThreatTypes)\r\n| summarize TotalEmails=count() by UserLevelAction,UserLevelPolicy,ThreatTypes\r\n| sort by TotalEmails\r\n| project ['Override Action']=UserLevelAction, ['Override Policy']=UserLevelPolicy, ['Threat Type']=ThreatTypes, ['Total Emails']=TotalEmails",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/47/content/items/6/content/query",
-          "sourceSha256": "11597c350853d749382e4f898978edbdfc528bb6930690b985201cd197737a43",
-          "targetSha256": "11597c350853d749382e4f898978edbdfc528bb6930690b985201cd197737a43"
-        },
-        {
-          "sourcePath": "/items/48/content/items/1/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "dab1d4deeaa36005a3c935359196c47841107592a702f815bfca3087aecfa108"
-          },
-          "conversion": {
-            "sourceId": "/items/48/content/items/1/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//Top recipients receiving threats that were delivered due to an admin or user override, with the share of their threats that were overridden and a breakdown of which override types caused them.\r\nEmailEvents\r\n| where EmailDirection == \"Inbound\" and isnotempty(ThreatTypes) and OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId, \"-\", RecipientEmailAddress)\r\n| summarize arg_max(Timestamp, *) by Key\r\n| extend OverrideType = case(\r\n    OrgLevelAction == \"Allow\" and OrgLevelPolicy != \"\" and OrgLevelPolicy != \"SecOps Mailbox\", OrgLevelPolicy,\r\n    UserLevelAction == \"Allow\", strcat(\"User: \", UserLevelPolicy),\r\n    \"(none)\")\r\n| summarize PerType = count() by RecipientEmailAddress, OverrideType\r\n| summarize TotalThreats = sum(PerType),\r\n            OverriddenThreats = sumif(PerType, OverrideType != \"(none)\"),\r\n            OverrideTypes = strcat_array(make_set_if(strcat(OverrideType, \" (\", PerType, \")\"), OverrideType != \"(none)\"), \"; \")\r\n        by RecipientEmailAddress\r\n| where OverriddenThreats > 0\r\n| extend OverridePercent = round(OverriddenThreats * 100.0 / TotalThreats, 1)\r\n| top 15 by OverriddenThreats\r\n| project ['Recipient']=RecipientEmailAddress, ['Total Threats']=TotalThreats, ['Overridden Threats']=OverriddenThreats, ['Override %']=OverridePercent, ['Override Types']=OverrideTypes",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/48/content/items/1/content/query",
-          "sourceSha256": "dab1d4deeaa36005a3c935359196c47841107592a702f815bfca3087aecfa108",
-          "targetSha256": "dab1d4deeaa36005a3c935359196c47841107592a702f815bfca3087aecfa108"
-        },
-        {
-          "sourcePath": "/items/48/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "cfe62517a4c1056dead45ef4655eb3a7bd13844272f2e92522e92c06be146eed"
-          },
-          "conversion": {
-            "sourceId": "/items/48/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//Top sender domains sending threats to users, with the share of those threats that were delivered because of an admin or user override and a breakdown of which override types caused them. High override rates are strong candidates for policy review or a Tenant Allow/Block List (TABL) block.\r\nEmailEvents\r\n| where EmailDirection == \"Inbound\" and isnotempty(ThreatTypes) and OrgLevelPolicy != \"Phishing simulation\" and OrgLevelPolicy != \"SecOps Mailbox\"\r\n| extend Key = strcat(NetworkMessageId, \"-\", RecipientEmailAddress)\r\n| summarize arg_max(Timestamp, *) by Key\r\n| extend OverrideType = case(\r\n    OrgLevelAction == \"Allow\" and OrgLevelPolicy != \"\" and OrgLevelPolicy != \"SecOps Mailbox\", OrgLevelPolicy,\r\n    UserLevelAction == \"Allow\", strcat(\"User: \", UserLevelPolicy),\r\n    \"(none)\")\r\n| summarize PerType = count() by SenderFromDomain, OverrideType\r\n| summarize TotalThreats = sum(PerType),\r\n            OverriddenThreats = sumif(PerType, OverrideType != \"(none)\"),\r\n            OverrideTypes = strcat_array(make_set_if(strcat(OverrideType, \" (\", PerType, \")\"), OverrideType != \"(none)\"), \"; \")\r\n        by SenderFromDomain\r\n| where OverriddenThreats > 0\r\n| extend OverridePercent = round(OverriddenThreats * 100.0 / TotalThreats, 1)\r\n| top 10 by OverriddenThreats\r\n| project ['Sender Domain']=SenderFromDomain, ['Total Threats']=TotalThreats, ['Overridden Threats']=OverriddenThreats, ['Override %']=OverridePercent, ['Override Types']=OverrideTypes",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/48/content/items/2/content/query",
-          "sourceSha256": "cfe62517a4c1056dead45ef4655eb3a7bd13844272f2e92522e92c06be146eed",
-          "targetSha256": "cfe62517a4c1056dead45ef4655eb3a7bd13844272f2e92522e92c06be146eed"
-        },
-        {
-          "sourcePath": "/items/50/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "6020e0927daa1fef5e01740cf193e8b6b53be2df55ce4d097d1b9e9af8fe5603"
-          },
-          "conversion": {
-            "sourceId": "/items/50/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the daily ammount of admin false negative submission by submission type.\r\nlet gran = {Granularity};\r\nlet minTime = toscalar(EmailEvents | summarize min(Timestamp));\r\nlet maxTime = toscalar(EmailEvents | summarize max(Timestamp));\r\nlet agg = materialize(CloudAppEvents\r\n| where ActionType contains \"Submission\"\r\n| extend SubmissionType = tostring((parse_json(RawEventData)).SubmissionType),SubmissionContentType=tostring((parse_json(RawEventData)).SubmissionContentType)\r\n| summarize Admin_Malware_FN=countif(SubmissionType == \"2\" and ActionType == \"AdminSubmissionSubmitted\" and SubmissionContentType==\"Mail\"), Admin_Phish_FN=countif(SubmissionType == \"1\" and ActionType == \"AdminSubmissionSubmitted\" and SubmissionContentType==\"Mail\"), Admin_Spam_FN=countif(SubmissionType == \"0\" and ActionType == \"AdminSubmissionSubmitted\" and SubmissionContentType==\"Mail\"), Admin_Malware_URL_FN=countif(SubmissionType == \"2\" and ActionType == \"AdminSubmissionSubmitted\" and SubmissionContentType==\"URL\"), Admin_Malware_Attach_FN=countif(SubmissionType == \"2\" and ActionType == \"AdminSubmissionSubmitted\" and SubmissionContentType==\"Attachment\"), Admin_Phish_URL_FN=countif(SubmissionType == \"1\" and ActionType == \"AdminSubmissionSubmitted\" and SubmissionContentType==\"URL\"), Admin_Phish_Attach_FN=countif(SubmissionType == \"1\" and ActionType == \"AdminSubmissionSubmitted\" and SubmissionContentType==\"Attachment\") by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from bin(minTime, gran) to bin(maxTime, gran) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, ['Malware (Mail)']=coalesce(Admin_Malware_FN,0), ['Phish (Mail)']=coalesce(Admin_Phish_FN,0), ['Spam (Mail)']=coalesce(Admin_Spam_FN,0), ['Malware (URL)']=coalesce(Admin_Malware_URL_FN,0), ['Malware (Attachment)']=coalesce(Admin_Malware_Attach_FN,0), ['Phish (URL)']=coalesce(Admin_Phish_URL_FN,0), ['Phish (Attachment)']=coalesce(Admin_Phish_Attach_FN,0) | sort by Timestamp asc",
-            "resolvedTables": [
-              "CloudAppEvents",
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/50/content/items/2/content/query",
-          "sourceSha256": "6020e0927daa1fef5e01740cf193e8b6b53be2df55ce4d097d1b9e9af8fe5603",
-          "targetSha256": "6020e0927daa1fef5e01740cf193e8b6b53be2df55ce4d097d1b9e9af8fe5603"
-        },
-        {
-          "sourcePath": "/items/50/content/items/5/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "07335ac977d13181fb7d411d158bfab30b680d3644e16c8211f384e3413e14a9"
-          },
-          "conversion": {
-            "sourceId": "/items/50/content/items/5/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the total ammount of admin false negative submission by submission type.\r\nCloudAppEvents \r\n| where ActionType contains \"Submission\"\r\n| extend SubmissionType = tostring((parse_json(RawEventData)).SubmissionType),SubmissionContentType=tostring((parse_json(RawEventData)).SubmissionContentType)\r\n| extend Admin_SubmissionType=\r\niff(SubmissionType == \"2\" and ActionType == \"AdminSubmissionSubmitted\" and SubmissionContentType==\"Mail\",\"Malware (Mail)\",\r\niff(SubmissionType == \"1\" and ActionType == \"AdminSubmissionSubmitted\" and SubmissionContentType==\"Mail\",\"Phish (Mail)\",\r\niff(SubmissionType == \"0\" and ActionType == \"AdminSubmissionSubmitted\" and SubmissionContentType==\"Mail\",\"Spam (Mail)\",\r\niff(SubmissionType == \"2\" and ActionType == \"AdminSubmissionSubmitted\" and SubmissionContentType==\"URL\",\"Malware (URL)\",\r\niff(SubmissionType == \"2\" and ActionType == \"AdminSubmissionSubmitted\" and SubmissionContentType==\"Attachment\",\"Malware (Attachment)\",\r\niff(SubmissionType == \"1\" and ActionType == \"AdminSubmissionSubmitted\" and SubmissionContentType==\"URL\",\"Phish (URL)\",\r\niff(SubmissionType == \"1\" and ActionType == \"AdminSubmissionSubmitted\" and SubmissionContentType==\"Attachment\",\"Phish (Attachment)\",\r\n\"Other\")))))))\r\n| where Admin_SubmissionType!=\"Other\"\r\n| summarize count() by Admin_SubmissionType",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/50/content/items/5/content/query",
-          "sourceSha256": "07335ac977d13181fb7d411d158bfab30b680d3644e16c8211f384e3413e14a9",
-          "targetSha256": "07335ac977d13181fb7d411d158bfab30b680d3644e16c8211f384e3413e14a9"
-        },
-        {
-          "sourcePath": "/items/50/content/items/6/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "ae9cfa969dc3fa98eecab3e33895123d8ebe2e0ea45d848719aa31ccee2930e5"
-          },
-          "conversion": {
-            "sourceId": "/items/50/content/items/6/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the total ammount of admin false negative submissions by the state of the submission.\r\nCloudAppEvents \r\n| where ActionType contains \"AdminSubmission\" \r\n| extend Record = (parse_json(RawEventData)).RecordType,SubmissionState = parse_json(RawEventData).SubmissionState,SubmissionId=parse_json(RawEventData).SubmissionId,SubmissionType = parse_json(RawEventData).SubmissionType,SubmissionContentType=tostring((parse_json(RawEventData)).SubmissionContentType)\r\n| where Record == 29 and SubmissionType in (\"0\",\"1\",\"2\")\r\n| summarize count() by tostring(SubmissionState)",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/50/content/items/6/content/query",
-          "sourceSha256": "ae9cfa969dc3fa98eecab3e33895123d8ebe2e0ea45d848719aa31ccee2930e5",
-          "targetSha256": "ae9cfa969dc3fa98eecab3e33895123d8ebe2e0ea45d848719aa31ccee2930e5"
-        },
-        {
-          "sourcePath": "/items/50/content/items/9/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "c117a2d84bd97df6b74b225278f0777be5c7fc23787241ed897c31080ddccf20"
-          },
-          "conversion": {
-            "sourceId": "/items/50/content/items/9/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the total ammount of admin false negative or false positive submissions by the verdict of the submission grading.\r\nCloudAppEvents \r\n| where ActionType contains \"AdminSubmissionTriage\" \r\n| extend UserKey = (parse_json(RawEventData)).UserKey, SubmissionState = (parse_json(RawEventData)).SubmissionState,  SubmissionId=(parse_json(RawEventData)).SubmissionId, TriageVerdict=(parse_json(RawEventData)).GradingResult.TriageVerdict \r\n| summarize count() by tostring(TriageVerdict)",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/50/content/items/9/content/query",
-          "sourceSha256": "c117a2d84bd97df6b74b225278f0777be5c7fc23787241ed897c31080ddccf20",
-          "targetSha256": "c117a2d84bd97df6b74b225278f0777be5c7fc23787241ed897c31080ddccf20"
-        },
-        {
-          "sourcePath": "/items/50/content/items/10/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "d5c27998417b90d3c5b0a62e92cb1ec067b53953072483c45c3702ea26d0128f"
-          },
-          "conversion": {
-            "sourceId": "/items/50/content/items/10/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the top admins performing false negative submissions\r\nCloudAppEvents \r\n| where ActionType == \"AdminSubmissionSubmitted\" \r\n| extend Record= (parse_json(RawEventData)).RecordType,SubmissionState = (parse_json(RawEventData)).SubmissionState, UserId = (parse_json(RawEventData)).UserId,SubmissionType = parse_json(RawEventData).SubmissionType  \r\n| where Record == 29 and SubmissionType in (\"0\",\"1\",\"2\")\r\n| summarize ['Submissions']=count() by ['Admin']=tostring(UserId)\r\n| top 15 by ['Submissions'] desc",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/50/content/items/10/content/query",
-          "sourceSha256": "d5c27998417b90d3c5b0a62e92cb1ec067b53953072483c45c3702ea26d0128f",
-          "targetSha256": "d5c27998417b90d3c5b0a62e92cb1ec067b53953072483c45c3702ea26d0128f"
-        },
-        {
-          "sourcePath": "/items/50/content/items/12/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "1cdb86b390d21c72e50df9d4bf8b62fe908de31edb727f5e9a63b5f4917a9f4b"
-          },
-          "conversion": {
-            "sourceId": "/items/50/content/items/12/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//Top 10 sender domains that admins reported false negatives (missed threats) for, with each domain's MDO-detected threat profile for context.\r\nlet subs = CloudAppEvents\r\n| where ActionType == \"AdminSubmissionSubmitted\"\r\n| extend SubmissionType = tostring((parse_json(RawEventData)).SubmissionType), SubmissionContentType=tostring((parse_json(RawEventData)).SubmissionContentType), P2SenderDomain=tostring((parse_json(RawEventData)).P2SenderDomain)\r\n| where SubmissionContentType == \"Mail\" and SubmissionType in (\"2\",\"1\",\"0\")\r\n| summarize AdminSubmissions=count() by P2SenderDomain;\r\nlet domainProfile = EmailEvents\r\n| where EmailDirection == \"Inbound\"\r\n| summarize TotalInbound=count(), EmailsWithThreats=countif(isnotempty(ThreatTypes)), Malware=countif(ThreatTypes has \"Malware\"), Phish=countif(ThreatTypes has \"Phish\"), Spam=countif(ThreatTypes has \"Spam\") by SenderFromDomain;\r\nsubs\r\n| join kind=leftouter (domainProfile) on $left.P2SenderDomain == $right.SenderFromDomain\r\n| extend AdminSubmissionPct = round(AdminSubmissions * 100.0 / todouble(coalesce(TotalInbound, AdminSubmissions)), 2)\r\n| top 10 by AdminSubmissions desc\r\n| project ['Sender Domain']=P2SenderDomain, ['Emails With Threats']=coalesce(EmailsWithThreats,0), ['Malware']=coalesce(Malware,0), ['Phish']=coalesce(Phish,0), ['Spam']=coalesce(Spam,0), ['Admin Submissions']=AdminSubmissions, ['Admin Submission %']=AdminSubmissionPct",
-            "resolvedTables": [
-              "CloudAppEvents",
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/50/content/items/12/content/query",
-          "sourceSha256": "1cdb86b390d21c72e50df9d4bf8b62fe908de31edb727f5e9a63b5f4917a9f4b",
-          "targetSha256": "1cdb86b390d21c72e50df9d4bf8b62fe908de31edb727f5e9a63b5f4917a9f4b"
-        },
-        {
-          "sourcePath": "/items/50/content/items/14/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "747ee111c8ee30f787f5d503bfcead7f08e4c84dbc62cc750e1dddae76ee1f70"
-          },
-          "conversion": {
-            "sourceId": "/items/50/content/items/14/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises emails submitted as false negatives by admins where emails where already detected by MDO but there was a admin policy override\r\nCloudAppEvents \r\n| where ActionType == \"AdminSubmissionSubmitted\" \r\n| extend SubmissionType = tostring((parse_json(RawEventData)).SubmissionType),SubmissionContentType=tostring((parse_json(RawEventData)).SubmissionContentType)\r\n| extend Admin_SubmissionType=\r\niff(SubmissionType == \"2\" and ActionType == \"AdminSubmissionSubmitted\" and SubmissionContentType==\"Mail\",\"Malware (Mail)\",\r\niff(SubmissionType == \"1\" and ActionType == \"AdminSubmissionSubmitted\" and SubmissionContentType==\"Mail\",\"Phish (Mail)\",\r\niff(SubmissionType == \"0\" and ActionType == \"AdminSubmissionSubmitted\" and SubmissionContentType==\"Mail\",\"Spam (Mail)\",\"Other\"))),\r\nP2SenderDomain=tostring((parse_json(RawEventData)).P2SenderDomain),NetworkMessageId=tostring((parse_json(RawEventData).ObjectId)),DetectionVerdict=tostring((parse_json(RawEventData)).DeliveryMessageInfo.FinalFilterVerdict),PolicyOverride=tostring((parse_json(RawEventData)).DeliveryMessageInfo.PolicyOverride),PolicyPolicyOverrideType=tostring((parse_json(RawEventData)).DeliveryMessageInfo.PolicySource)\r\n| where SubmissionContentType == \"Mail\" and SubmissionType in (\"2\",\"1\",\"0\") and PolicyOverride !=\"NoOverride\"\r\n| summarize count() by PolicyOverride, PolicyPolicyOverrideType,DetectionVerdict,Admin_SubmissionType\r\n| top 10 by count_ desc\r\n| project ['Policy Override']=PolicyOverride, ['Override Source']=PolicyPolicyOverrideType, ['Detection Verdict']=DetectionVerdict, ['Submission Type']=Admin_SubmissionType, ['Emails']=count_",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/50/content/items/14/content/query",
-          "sourceSha256": "747ee111c8ee30f787f5d503bfcead7f08e4c84dbc62cc750e1dddae76ee1f70",
-          "targetSha256": "747ee111c8ee30f787f5d503bfcead7f08e4c84dbc62cc750e1dddae76ee1f70"
-        },
-        {
-          "sourcePath": "/items/51/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "190c560e0a844d97439beaa78531501c980cbc57205552ed4d3aa74a75432544"
-          },
-          "conversion": {
-            "sourceId": "/items/51/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the daily ammount of users false negative submission by submission type, including phish simulations reported by users.\r\nlet gran = {Granularity};\r\nlet minTime = toscalar(EmailEvents | summarize min(Timestamp));\r\nlet maxTime = toscalar(EmailEvents | summarize max(Timestamp));\r\nlet agg = materialize(CloudAppEvents\r\n| where ActionType contains \"UserSubmission\"\r\n| extend SubmissionType = tostring((parse_json(RawEventData)).SubmissionType),SubmissionContentType=tostring((parse_json(RawEventData)).SubmissionContentType)\r\n| summarize User_Phish_FN=countif(SubmissionType == \"1\" and ActionType == \"UserSubmission\" and SubmissionContentType==\"Mail\"), User_Spam_FN=countif(SubmissionType == \"0\" and ActionType == \"UserSubmission\" and SubmissionContentType==\"Mail\"), User_AttackSim_Submission=countif(ActionType == \"AttackSimUserSubmission\" and SubmissionContentType==\"Mail\") by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from bin(minTime, gran) to bin(maxTime, gran) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, ['Phish (Mail)']=coalesce(User_Phish_FN,0), ['Spam (Mail)']=coalesce(User_Spam_FN,0), ['Attack simulation reported']=coalesce(User_AttackSim_Submission,0) | sort by Timestamp asc",
-            "resolvedTables": [
-              "CloudAppEvents",
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/51/content/items/2/content/query",
-          "sourceSha256": "190c560e0a844d97439beaa78531501c980cbc57205552ed4d3aa74a75432544",
-          "targetSha256": "190c560e0a844d97439beaa78531501c980cbc57205552ed4d3aa74a75432544"
-        },
-        {
-          "sourcePath": "/items/51/content/items/5/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "4ec67e14891fb4eaee26027655c919bee250246646f01f91837f1d93fcf5b17a"
-          },
-          "conversion": {
-            "sourceId": "/items/51/content/items/5/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the total ammount of user false negative submissions by the state of the submission.\r\nCloudAppEvents \r\n| where ActionType contains \"UserSubmission\" \r\n| extend Record = (parse_json(RawEventData)).RecordType,SubmissionState = parse_json(RawEventData).SubmissionState,SubmissionId=parse_json(RawEventData).SubmissionId,SubmissionType = parse_json(RawEventData).SubmissionType,SubmissionContentType=tostring((parse_json(RawEventData)).SubmissionContentType)\r\n| where Record == 29 and SubmissionType in (\"0\",\"1\")\r\n| summarize count() by tostring(SubmissionState)",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/51/content/items/5/content/query",
-          "sourceSha256": "4ec67e14891fb4eaee26027655c919bee250246646f01f91837f1d93fcf5b17a",
-          "targetSha256": "4ec67e14891fb4eaee26027655c919bee250246646f01f91837f1d93fcf5b17a"
-        },
-        {
-          "sourcePath": "/items/51/content/items/6/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "bbbfd512ecfb4772f33fb2eda6f71e470f9a2e5e6c6d87a727113a0d863b8e53"
-          },
-          "conversion": {
-            "sourceId": "/items/51/content/items/6/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the total ammount of user false negative or false positive submissions by the verdict of the submission grading.\r\nCloudAppEvents \r\n| where ActionType contains \"UserSubmissionTriage\" \r\n| extend UserKey = (parse_json(RawEventData)).UserKey, SubmissionState = (parse_json(RawEventData)).SubmissionState,  SubmissionId=(parse_json(RawEventData)).SubmissionId, TriageVerdict=(parse_json(RawEventData)).GradingResult.TriageVerdict \r\n| summarize count() by tostring(TriageVerdict)",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/51/content/items/6/content/query",
-          "sourceSha256": "bbbfd512ecfb4772f33fb2eda6f71e470f9a2e5e6c6d87a727113a0d863b8e53",
-          "targetSha256": "bbbfd512ecfb4772f33fb2eda6f71e470f9a2e5e6c6d87a727113a0d863b8e53"
-        },
-        {
-          "sourcePath": "/items/51/content/items/8/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "17b36c25f276a7ff82978008d44a8988234315b3d3762b20f04960e92adafd3f"
-          },
-          "conversion": {
-            "sourceId": "/items/51/content/items/8/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the total ammount of user false negative submissions that are already detected by MDO and already delivered in the junk folder\r\nCloudAppEvents \r\n| where ActionType == \"UserSubmission\"\r\n| extend SubmissionType = tostring((parse_json(RawEventData)).SubmissionType),SubmissionContentType=tostring((parse_json(RawEventData)).SubmissionContentType), RecipientObjectId=AccountObjectId\r\n| extend User_SubmissionType=\r\niff(SubmissionType == \"1\" and ActionType == \"UserSubmission\" and SubmissionContentType==\"Mail\",\"Phish (Mail)\",\r\niff(SubmissionType == \"0\" and ActionType == \"UserSubmission\" and SubmissionContentType==\"Mail\",\"Spam (Mail)\",\"Other\")),\r\nNetworkMessageId=tostring((parse_json(RawEventData).ObjectId))\r\n| where SubmissionContentType == \"Mail\" and SubmissionType in (\"1\",\"0\")\r\n| join EmailEvents on NetworkMessageId, RecipientObjectId\r\n| where DeliveryLocation == \"Junk folder\"\r\n| summarize count() by ThreatTypes,User_SubmissionType\r\n| project ThreatTypes,User_SubmissionType, Emails = count_",
-            "resolvedTables": [
-              "CloudAppEvents",
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/51/content/items/8/content/query",
-          "sourceSha256": "17b36c25f276a7ff82978008d44a8988234315b3d3762b20f04960e92adafd3f",
-          "targetSha256": "17b36c25f276a7ff82978008d44a8988234315b3d3762b20f04960e92adafd3f"
-        },
-        {
-          "sourcePath": "/items/51/content/items/9/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "87241ae8c69a092670d36b458c788b767ceb248dfa85cc4bf364e80f6eb9757d"
-          },
-          "conversion": {
-            "sourceId": "/items/51/content/items/9/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the total ammount of user false negative submissions that are already detected by MDO and already delivered in the junk folder\r\nCloudAppEvents \r\n| where ActionType == \"UserSubmission\"\r\n| extend SubmissionType = tostring((parse_json(RawEventData)).SubmissionType),SubmissionContentType=tostring((parse_json(RawEventData)).SubmissionContentType), RecipientObjectId=AccountObjectId,UserId = (parse_json(RawEventData)).UserId\r\n| extend User_SubmissionType=\r\niff(SubmissionType == \"1\" and ActionType == \"UserSubmission\" and SubmissionContentType==\"Mail\",\"Phish (Mail)\",\r\niff(SubmissionType == \"0\" and ActionType == \"UserSubmission\" and SubmissionContentType==\"Mail\",\"Spam (Mail)\",\"Other\")),\r\nNetworkMessageId=tostring((parse_json(RawEventData).ObjectId))\r\n| where SubmissionContentType == \"Mail\" and SubmissionType in (\"1\",\"0\")\r\n| join EmailEvents on NetworkMessageId, RecipientObjectId\r\n| where DeliveryLocation == \"Junk folder\"\r\n| extend MDO_detection = parse_json(DetectionMethods) \r\n| extend FirstDetection = iif(isempty(MDO_detection), \"Clean\", tostring(bag_keys(MDO_detection)[0])) \r\n| extend FirstSubcategory = iif(FirstDetection != \"Clean\" and array_length(MDO_detection[FirstDetection]) > 0, strcat(FirstDetection, \": \", tostring(MDO_detection[FirstDetection][0])), \"No Detection (clean)\") \r\n| summarize TotalJunkSubmittedEmailCount=count(),PhishEmailCount = countif(FirstDetection ==  \"Phish\"),SpamEmailCount = countif(FirstDetection ==  \"Spam\") by tostring(UserId)\r\n| top 15 by TotalJunkSubmittedEmailCount desc\r\n| project ['User']=UserId, ['Junk Submissions']=TotalJunkSubmittedEmailCount, ['Phish']=PhishEmailCount, ['Spam']=SpamEmailCount",
-            "resolvedTables": [
-              "CloudAppEvents",
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/51/content/items/9/content/query",
-          "sourceSha256": "87241ae8c69a092670d36b458c788b767ceb248dfa85cc4bf364e80f6eb9757d",
-          "targetSha256": "87241ae8c69a092670d36b458c788b767ceb248dfa85cc4bf364e80f6eb9757d"
-        },
-        {
-          "sourcePath": "/items/51/content/items/12/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "7bca4d4dd4db1c3c3789edf2817216821aa859846d5291dac6f29c0cce09a15d"
-          },
-          "conversion": {
-            "sourceId": "/items/51/content/items/12/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises user submissions where admin also performed 'mark and notify' action on the submission\r\nlet ReviewResults = CloudAppEvents | where ActionType == \"SubmissionNotification\" \r\n| extend SubmissionId = tostring(parse_json(RawEventData).SubmissionId)\r\n| extend Properties = parse_json(RawEventData.ExtendedProperties)\r\n| mv-expand element = Properties\r\n| where element.Name == \"AdminReviewResult\"\r\n| project SubmissionId, AdminReviewResult = element.Value;\r\nCloudAppEvents\r\n| where ActionType == \"UserSubmission\"\r\n| extend SubmissionId = tostring(parse_json(RawEventData).SubmissionId), SubmissionType = parse_json(RawEventData).SubmissionType\r\n| join kind=leftouter ReviewResults on SubmissionId\r\n| extend UserReportedAs=iif(SubmissionType == 1, \"Phish\",iif(SubmissionType == 2, \"Junk\",iif(SubmissionType == 3, \"NotJunk\",\"\")))\r\n| extend ReviewedAccuracy=iif(UserReportedAs==AdminReviewResult, 1,0)\r\n| extend Reviewed=iif(isempty(AdminReviewResult),\"Not Reviewed\",\"Reviewed\")\r\n| project SubmissionId,UserReportedAs,Reviewed,AdminReviewResult, ReviewedAccuracy\r\n| summarize count() by Reviewed",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/51/content/items/12/content/query",
-          "sourceSha256": "7bca4d4dd4db1c3c3789edf2817216821aa859846d5291dac6f29c0cce09a15d",
-          "targetSha256": "7bca4d4dd4db1c3c3789edf2817216821aa859846d5291dac6f29c0cce09a15d"
-        },
-        {
-          "sourcePath": "/items/51/content/items/13/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "0a164920cbdf7d1d27cb8a5e2753d3e3ba1565f10f2476c9daf3732e7f4e51ca"
-          },
-          "conversion": {
-            "sourceId": "/items/51/content/items/13/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises user submissions type compared to admin review verdict. \r\n//Eg. User reporting a phish but admin review is 'not threat found'\r\nlet ReviewResults = CloudAppEvents | where ActionType == \"SubmissionNotification\" \r\n| extend SubmissionId = tostring(parse_json(RawEventData).SubmissionId)\r\n| extend Properties = parse_json(RawEventData.ExtendedProperties)\r\n| mv-expand element = Properties\r\n| where element.Name == \"AdminReviewResult\"\r\n| project SubmissionId, AdminReviewResult = element.Value;\r\nCloudAppEvents\r\n| where ActionType == \"UserSubmission\"\r\n| extend SubmissionId = tostring(parse_json(RawEventData).SubmissionId), SubmissionType = parse_json(RawEventData).SubmissionType\r\n| join kind=leftouter ReviewResults on SubmissionId\r\n| extend UserReportedAs=iif(SubmissionType == 1, \"Phish\",iif(SubmissionType == 2, \"Junk\",iif(SubmissionType == 3, \"NotJunk\",\"\")))\r\n| extend ReviewedAccuracy=iif(AdminReviewResult==UserReportedAs, \"Correct\", iif(AdminReviewResult==\"Phish\" and UserReportedAs == \"Junk\", \"Phish reported as junk\",iif(AdminReviewResult==\"Junk\" and UserReportedAs == \"Phish\",\"Junk reported as Phish\",iif(AdminReviewResult==\"NotJunk\",\"Reported but not malicious or spam\",iif(isempty(AdminReviewResult),\"Not Reviewed\",\"Not correct\")))))\r\n| extend Reviewed=iif(isempty(AdminReviewResult),\"Not Reviewed\",\"Reviewed\")\r\n| project SubmissionId,UserReportedAs,Reviewed,AdminReviewResult, ReviewedAccuracy\r\n| where Reviewed==\"Reviewed\"\r\n| summarize count() by ReviewedAccuracy",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/51/content/items/13/content/query",
-          "sourceSha256": "0a164920cbdf7d1d27cb8a5e2753d3e3ba1565f10f2476c9daf3732e7f4e51ca",
-          "targetSha256": "0a164920cbdf7d1d27cb8a5e2753d3e3ba1565f10f2476c9daf3732e7f4e51ca"
-        },
-        {
-          "sourcePath": "/items/51/content/items/15/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "2ff628e131399a7d636349ebdd421d29f7a21434c2690d04e68577c870b425ed"
-          },
-          "conversion": {
-            "sourceId": "/items/51/content/items/15/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises top 10 sender domains of inbound emails submitted as false negatives by users.\r\nlet TotalInboundbySender=\r\nEmailEvents\r\n| where EmailDirection ==\"Inbound\"\r\n| summarize count() by SenderFromDomain;\r\nCloudAppEvents \r\n| where ActionType == \"UserSubmission\" \r\n| extend SubmissionType = tostring((parse_json(RawEventData)).SubmissionType),SubmissionContentType=tostring((parse_json(RawEventData)).SubmissionContentType),RecipientObjectId=AccountObjectId,NetworkMessageId=tostring((parse_json(RawEventData).ObjectId))\r\n| where SubmissionContentType == \"Mail\" and SubmissionType in (\"1\",\"0\")\r\n| join EmailEvents on NetworkMessageId, RecipientObjectId\r\n| where EmailDirection == \"Inbound\"\r\n| summarize UserSubmissions=count() by SenderFromDomain\r\n| join TotalInboundbySender on SenderFromDomain\r\n| extend UserSubmissions_Percentage = todouble(round(UserSubmissions / todouble(count_) * 100, 2))\r\n| top 10 by UserSubmissions desc\r\n| project ['Sender Domain']=SenderFromDomain, ['User Submissions']=UserSubmissions, ['Total Inbound']=count_, ['User Submission %']=UserSubmissions_Percentage",
-            "resolvedTables": [
-              "CloudAppEvents",
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/51/content/items/15/content/query",
-          "sourceSha256": "2ff628e131399a7d636349ebdd421d29f7a21434c2690d04e68577c870b425ed",
-          "targetSha256": "2ff628e131399a7d636349ebdd421d29f7a21434c2690d04e68577c870b425ed"
-        },
-        {
-          "sourcePath": "/items/51/content/items/17/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "5a3bd5ba09ef5bdeb326e9c37633cca5ab76566d5e0023bdbca7ba8ba22b9ed2"
-          },
-          "conversion": {
-            "sourceId": "/items/51/content/items/17/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises top 10 sender email addresses of inbound emails submitted as false negatives by users.\r\nlet TotalInboundbySender=\r\nEmailEvents\r\n| where EmailDirection ==\"Inbound\"\r\n| summarize count() by SenderFromAddress;\r\nCloudAppEvents \r\n| where ActionType == \"UserSubmission\" \r\n| extend SubmissionType = tostring((parse_json(RawEventData)).SubmissionType),SubmissionContentType=tostring((parse_json(RawEventData)).SubmissionContentType),P2SenderDomain=tostring((parse_json(RawEventData)).P2SenderDomain),RecipientObjectId=AccountObjectId,NetworkMessageId=tostring((parse_json(RawEventData).ObjectId))\r\n| where SubmissionContentType == \"Mail\" and SubmissionType in (\"1\",\"0\")\r\n| join EmailEvents on NetworkMessageId, RecipientObjectId\r\n| where EmailDirection == \"Inbound\"\r\n| summarize UserSubmissions=count() by SenderFromAddress\r\n| join TotalInboundbySender on SenderFromAddress\r\n| extend UserSubmissions_Percentage = todouble(round(UserSubmissions / todouble(count_) * 100, 2))\r\n| top 10 by UserSubmissions desc\r\n| project ['Sender Address']=SenderFromAddress, ['User Submissions']=UserSubmissions, ['Total Inbound']=count_, ['User Submission %']=UserSubmissions_Percentage",
-            "resolvedTables": [
-              "CloudAppEvents",
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/51/content/items/17/content/query",
-          "sourceSha256": "5a3bd5ba09ef5bdeb326e9c37633cca5ab76566d5e0023bdbca7ba8ba22b9ed2",
-          "targetSha256": "5a3bd5ba09ef5bdeb326e9c37633cca5ab76566d5e0023bdbca7ba8ba22b9ed2"
-        },
-        {
-          "sourcePath": "/items/51/content/items/19/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "4242a874bb7bfd3b4571641f2f448a2cfabd00415c8cdb14a2da887b60e8c94d"
-          },
-          "conversion": {
-            "sourceId": "/items/51/content/items/19/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises top 10 sender email address of intra-org emails submitted as false negatives by users.\r\nlet TotalInboundbySender=\r\nEmailEvents\r\n| where EmailDirection ==\"Intra-org\"\r\n| summarize count() by SenderFromAddress;\r\nCloudAppEvents \r\n| where ActionType == \"UserSubmission\" \r\n| extend SubmissionType = tostring((parse_json(RawEventData)).SubmissionType),SubmissionContentType=tostring((parse_json(RawEventData)).SubmissionContentType),P2SenderDomain=tostring((parse_json(RawEventData)).P2SenderDomain),RecipientObjectId=AccountObjectId,NetworkMessageId=tostring((parse_json(RawEventData).ObjectId))\r\n| where SubmissionContentType == \"Mail\" and SubmissionType in (\"1\",\"0\")\r\n| join EmailEvents on NetworkMessageId, RecipientObjectId\r\n| where EmailDirection == \"Intra-org\"\r\n| summarize UserSubmissions=count() by SenderFromAddress\r\n| join TotalInboundbySender on SenderFromAddress\r\n| extend UserSubmissions_Percentage = todouble(round(UserSubmissions / todouble(count_) * 100, 2))\r\n| top 10 by UserSubmissions desc\r\n| project ['Sender Address']=SenderFromAddress, ['User Submissions']=UserSubmissions, ['Total Intra-org']=count_, ['User Submission %']=UserSubmissions_Percentage",
-            "resolvedTables": [
-              "CloudAppEvents",
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/51/content/items/19/content/query",
-          "sourceSha256": "4242a874bb7bfd3b4571641f2f448a2cfabd00415c8cdb14a2da887b60e8c94d",
-          "targetSha256": "4242a874bb7bfd3b4571641f2f448a2cfabd00415c8cdb14a2da887b60e8c94d"
-        },
-        {
-          "sourcePath": "/items/51/content/items/21/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "076baa0f569360603bcad7368056a253218abf225d4fa285b14ac64612a7793d"
-          },
-          "conversion": {
-            "sourceId": "/items/51/content/items/21/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises top 10 subjects of intra-org emails submitted as false negatives by users.\r\nCloudAppEvents \r\n| where ActionType == \"UserSubmission\"\r\n| extend SubmissionType = tostring((parse_json(RawEventData)).SubmissionType),SubmissionContentType=tostring((parse_json(RawEventData)).SubmissionContentType), RecipientObjectId=AccountObjectId\r\n| extend User_SubmissionType=\r\niff(SubmissionType == \"1\" and ActionType == \"UserSubmission\" and SubmissionContentType==\"Mail\",\"Phish (Mail)\",\r\niff(SubmissionType == \"0\" and ActionType == \"UserSubmission\" and SubmissionContentType==\"Mail\",\"Spam (Mail)\",\"Other\")),\r\nNetworkMessageId=tostring((parse_json(RawEventData).ObjectId))\r\n| where SubmissionContentType == \"Mail\" and SubmissionType in (\"1\",\"0\")\r\n| join EmailEvents on NetworkMessageId, RecipientObjectId\r\n| where EmailDirection == \"Intra-org\"\r\n| summarize count() by Subject\r\n| top 10 by count_ desc\r\n| project ['Subject']=Subject, ['User Submissions']=count_",
-            "resolvedTables": [
-              "CloudAppEvents",
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/51/content/items/21/content/query",
-          "sourceSha256": "076baa0f569360603bcad7368056a253218abf225d4fa285b14ac64612a7793d",
-          "targetSha256": "076baa0f569360603bcad7368056a253218abf225d4fa285b14ac64612a7793d"
-        },
-        {
-          "sourcePath": "/items/51/content/items/23/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "a64a3faaafc023d58d21107ed15f6257956f5c6120e99ca38ec9259db46d029f"
-          },
-          "conversion": {
-            "sourceId": "/items/51/content/items/23/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises emails submitted as false negatives by users where emails where already detected by MDO but there was an admin definded policy override.\r\nCloudAppEvents \r\n| where ActionType == \"UserSubmission\"\r\n| extend SubmissionType = tostring((parse_json(RawEventData)).SubmissionType),SubmissionContentType=tostring((parse_json(RawEventData)).SubmissionContentType), RecipientObjectId=AccountObjectId\r\n| extend User_SubmissionType=\r\niff(SubmissionType == \"1\" and ActionType == \"UserSubmission\" and SubmissionContentType==\"Mail\",\"Phish (Mail)\",\r\niff(SubmissionType == \"0\" and ActionType == \"UserSubmission\" and SubmissionContentType==\"Mail\",\"Spam (Mail)\",\"Other\")),\r\nNetworkMessageId=tostring((parse_json(RawEventData).ObjectId))\r\n| where SubmissionContentType == \"Mail\" and SubmissionType in (\"1\",\"0\")\r\n| join EmailEvents on NetworkMessageId, RecipientObjectId\r\n| where ThreatTypes !=\"\"and OrgLevelAction!=\"\"\r\n| summarize count() by OrgLevelAction, OrgLevelPolicy,ThreatTypes,User_SubmissionType\r\n| top 10 by count_ desc\r\n| project ['Override Action']=OrgLevelAction, ['Override Policy']=OrgLevelPolicy, ['Threat Type']=ThreatTypes, ['Submission Type']=User_SubmissionType, ['User Submissions']=count_",
-            "resolvedTables": [
-              "CloudAppEvents",
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/51/content/items/23/content/query",
-          "sourceSha256": "a64a3faaafc023d58d21107ed15f6257956f5c6120e99ca38ec9259db46d029f",
-          "targetSha256": "a64a3faaafc023d58d21107ed15f6257956f5c6120e99ca38ec9259db46d029f"
-        },
-        {
-          "sourcePath": "/items/51/content/items/25/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "dc2fe8fc6f590d33ed0ddb60662f0fb9b243333bfecd10a332b96772a03ee33c"
-          },
-          "conversion": {
-            "sourceId": "/items/51/content/items/25/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises emails submitted as false negatives by users where emails where already detected by MDO but there was an policy override.\r\nCloudAppEvents \r\n| where ActionType == \"UserSubmission\"\r\n| extend SubmissionType = tostring((parse_json(RawEventData)).SubmissionType),SubmissionContentType=tostring((parse_json(RawEventData)).SubmissionContentType), RecipientObjectId=AccountObjectId\r\n| extend User_SubmissionType=\r\niff(SubmissionType == \"1\" and ActionType == \"UserSubmission\" and SubmissionContentType==\"Mail\",\"Phish (Mail)\",\r\niff(SubmissionType == \"0\" and ActionType == \"UserSubmission\" and SubmissionContentType==\"Mail\",\"Spam (Mail)\",\"Other\")),\r\nNetworkMessageId=tostring((parse_json(RawEventData).ObjectId))\r\n| where SubmissionContentType == \"Mail\" and SubmissionType in (\"1\",\"0\")\r\n| join EmailEvents on NetworkMessageId, RecipientObjectId\r\n| where ThreatTypes !=\"\"and UserLevelAction!=\"\"\r\n| summarize count() by UserLevelAction, UserLevelPolicy,ThreatTypes,User_SubmissionType\r\n| top 10 by count_ desc\r\n| project ['Override Action']=UserLevelAction, ['Override Policy']=UserLevelPolicy, ['Threat Type']=ThreatTypes, ['Submission Type']=User_SubmissionType, ['User Submissions']=count_",
-            "resolvedTables": [
-              "CloudAppEvents",
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/51/content/items/25/content/query",
-          "sourceSha256": "dc2fe8fc6f590d33ed0ddb60662f0fb9b243333bfecd10a332b96772a03ee33c",
-          "targetSha256": "dc2fe8fc6f590d33ed0ddb60662f0fb9b243333bfecd10a332b96772a03ee33c"
-        },
-        {
-          "sourcePath": "/items/51/content/items/27/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "ce551d10e6dee3b5d32931fbe168fbc33bdd09db68897a54df679c31dd10ab25"
-          },
-          "conversion": {
-            "sourceId": "/items/51/content/items/27/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the top 10 users performing false negative submissions\r\nCloudAppEvents \r\n| where ActionType == \"UserSubmission\" \r\n| extend Record = (parse_json(RawEventData)).RecordType,SubmissionState = parse_json(RawEventData).SubmissionState,SubmissionId=parse_json(RawEventData).SubmissionId,SubmissionType = parse_json(RawEventData).SubmissionType,SubmissionContentType=tostring((parse_json(RawEventData)).SubmissionContentType)\r\n| where Record == 29 and SubmissionType in (\"0\",\"1\")\r\n| extend UserId = (parse_json(RawEventData)).UserId\r\n| summarize ['Submissions']=count() by ['User']=tostring(UserId)\r\n| top 10 by ['Submissions'] desc",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/51/content/items/27/content/query",
-          "sourceSha256": "ce551d10e6dee3b5d32931fbe168fbc33bdd09db68897a54df679c31dd10ab25",
-          "targetSha256": "ce551d10e6dee3b5d32931fbe168fbc33bdd09db68897a54df679c31dd10ab25"
-        },
-        {
-          "sourcePath": "/items/51/content/items/29/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "2435d71ca693e67251e18f93be23b59a6e745fe1ab1559e8ce1cbaae6aa797a2"
-          },
-          "conversion": {
-            "sourceId": "/items/51/content/items/29/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the top users reporting the phishing simulation emails.\r\nCloudAppEvents \r\n| extend Record= (parse_json(RawEventData)).RecordType \r\n| extend SubmissionState = (parse_json(RawEventData)).SubmissionState \r\n| extend UserId = (parse_json(RawEventData)).UserId\r\n| where Record == 29\r\n| where ActionType == \"AttackSimUserSubmission\" \r\n| summarize ['Submissions']=count() by ['User']=tostring(UserId)\r\n| top 10 by ['Submissions'] desc",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/51/content/items/29/content/query",
-          "sourceSha256": "2435d71ca693e67251e18f93be23b59a6e745fe1ab1559e8ce1cbaae6aa797a2",
-          "targetSha256": "2435d71ca693e67251e18f93be23b59a6e745fe1ab1559e8ce1cbaae6aa797a2"
-        },
-        {
-          "sourcePath": "/items/53/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "1ec8d0bdae64ae23b8670d90f62e063d73e0a031c151d4f3f9881998ee3b677e"
-          },
-          "conversion": {
-            "sourceId": "/items/53/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the daily ammount of admin false positive submission by submission type.\r\nlet gran = {Granularity};\r\nlet minTime = toscalar(CloudAppEvents | summarize min(Timestamp));\r\nlet maxTime = toscalar(CloudAppEvents | summarize max(Timestamp));\r\nlet agg = materialize(CloudAppEvents\r\n| where ActionType contains \"Submission\"\r\n| extend SubmissionType = tostring((parse_json(RawEventData)).SubmissionType),SubmissionContentType=tostring((parse_json(RawEventData)).SubmissionContentType)\r\n| summarize Admin_Email_FP=countif(SubmissionType == \"3\" and ActionType == \"AdminSubmissionSubmitted\" and SubmissionContentType==\"Mail\"), Admin_URL_FP=countif(SubmissionType == \"3\" and ActionType == \"AdminSubmissionSubmitted\" and SubmissionContentType==\"URL\"), Admin_Attach_FP=countif(SubmissionType == \"3\" and ActionType == \"AdminSubmissionSubmitted\" and SubmissionContentType==\"Attachment\") by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from bin(minTime, gran) to bin(maxTime, gran) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, ['Email']=coalesce(Admin_Email_FP,0), ['URL']=coalesce(Admin_URL_FP,0), ['Attachment']=coalesce(Admin_Attach_FP,0) | sort by Timestamp asc",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/53/content/items/2/content/query",
-          "sourceSha256": "1ec8d0bdae64ae23b8670d90f62e063d73e0a031c151d4f3f9881998ee3b677e",
-          "targetSha256": "1ec8d0bdae64ae23b8670d90f62e063d73e0a031c151d4f3f9881998ee3b677e"
-        },
-        {
-          "sourcePath": "/items/53/content/items/3/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "84ff7dba1257d1b322d0a5fcb61924e0e174fd65efd56c5b916de7f53ef8a1c1"
-          },
-          "conversion": {
-            "sourceId": "/items/53/content/items/3/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the total ammount of admin false positive submission by submission type.\r\nCloudAppEvents \r\n| where ActionType contains \"Submission\"\r\n| extend SubmissionType = tostring((parse_json(RawEventData)).SubmissionType),SubmissionContentType=tostring((parse_json(RawEventData)).SubmissionContentType)\r\n| extend Admin_SubmissionType=\r\niff(SubmissionType == \"3\" and ActionType == \"AdminSubmissionSubmitted\" and SubmissionContentType==\"Mail\",\"Email\",\r\niff(SubmissionType == \"3\" and ActionType == \"AdminSubmissionSubmitted\" and SubmissionContentType==\"URL\",\"URL\",\r\niff(SubmissionType == \"3\" and ActionType == \"AdminSubmissionSubmitted\" and SubmissionContentType==\"Attachment\",\"Attachment\",\r\n\"Other\")))\r\n| where Admin_SubmissionType!=\"Other\"\r\n| summarize count() by Admin_SubmissionType",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/53/content/items/3/content/query",
-          "sourceSha256": "84ff7dba1257d1b322d0a5fcb61924e0e174fd65efd56c5b916de7f53ef8a1c1",
-          "targetSha256": "84ff7dba1257d1b322d0a5fcb61924e0e174fd65efd56c5b916de7f53ef8a1c1"
-        },
-        {
-          "sourcePath": "/items/53/content/items/6/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "a127712060a9efb1387daff4836de6b7b66b5b366fa16c37da5d5145c0241908"
-          },
-          "conversion": {
-            "sourceId": "/items/53/content/items/6/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the total ammount of admin false positive submissions by the state of the submission.\r\nCloudAppEvents \r\n| where ActionType contains \"AdminSubmission\" \r\n| extend Record = (parse_json(RawEventData)).RecordType,SubmissionState = parse_json(RawEventData).SubmissionState,SubmissionId=parse_json(RawEventData).SubmissionId,SubmissionType = parse_json(RawEventData).SubmissionType,SubmissionContentType=tostring((parse_json(RawEventData)).SubmissionContentType)\r\n| where Record == 29 and SubmissionType == \"3\"\r\n| summarize count() by tostring(SubmissionState)",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/53/content/items/6/content/query",
-          "sourceSha256": "a127712060a9efb1387daff4836de6b7b66b5b366fa16c37da5d5145c0241908",
-          "targetSha256": "a127712060a9efb1387daff4836de6b7b66b5b366fa16c37da5d5145c0241908"
-        },
-        {
-          "sourcePath": "/items/53/content/items/7/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "e47978375215d7dd1f8eab2a73be26e59388ded6590c4d3e051fa81fb53b4076"
-          },
-          "conversion": {
-            "sourceId": "/items/53/content/items/7/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the top admins performing false positive submissions.\r\nCloudAppEvents \r\n| where ActionType == \"AdminSubmissionSubmitted\" \r\n| extend Record= (parse_json(RawEventData)).RecordType,SubmissionState = (parse_json(RawEventData)).SubmissionState, UserId = (parse_json(RawEventData)).UserId,SubmissionType = parse_json(RawEventData).SubmissionType  \r\n| where Record == 29 and SubmissionType ==\"3\"\r\n| summarize ['Submissions']=count() by ['Admin']=tostring(UserId)\r\n| top 15 by ['Submissions'] desc",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/53/content/items/7/content/query",
-          "sourceSha256": "e47978375215d7dd1f8eab2a73be26e59388ded6590c4d3e051fa81fb53b4076",
-          "targetSha256": "e47978375215d7dd1f8eab2a73be26e59388ded6590c4d3e051fa81fb53b4076"
-        },
-        {
-          "sourcePath": "/items/53/content/items/9/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "4e0eebac5a1e8e0252ddc22b1f32bbb64c350e4bd68c5be2f2b372eb332793eb"
-          },
-          "conversion": {
-            "sourceId": "/items/53/content/items/9/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//Admin false positive submissions whose original verdict was Malware, grouped by the detection method that flagged them. A high count means that method most often misclassifies legitimate mail as Malware.\r\nlet total = toscalar(CloudAppEvents\r\n    | where ActionType == \"AdminSubmissionSubmitted\"\r\n    | extend R = parse_json(RawEventData)\r\n    | where tostring(R.SubmissionContentType) == \"Mail\" and tostring(R.SubmissionType) == \"3\" and tostring(R.DeliveryMessageInfo.FinalFilterVerdict) == \"Malware\"\r\n    | count);\r\nCloudAppEvents\r\n| where ActionType == \"AdminSubmissionSubmitted\"\r\n| extend R = parse_json(RawEventData)\r\n| extend SubmissionType = tostring(R.SubmissionType), SubmissionContentType = tostring(R.SubmissionContentType), DetectionMethod = tostring(R.DeliveryMessageInfo.FinalFilterVerdictControlSource), DetectionVerdict = tostring(R.DeliveryMessageInfo.FinalFilterVerdict), P2SenderDomain = tostring(R.P2SenderDomain)\r\n| where SubmissionContentType == \"Mail\" and SubmissionType == \"3\" and DetectionVerdict == \"Malware\"\r\n| extend DetectionMethod = iif(isempty(DetectionMethod), \"Not specified\", DetectionMethod)\r\n| summarize FPSubmissions = count(), DistinctDomains = dcount(P2SenderDomain) by DetectionMethod\r\n| extend Pct = iif(total == 0, 0.0, round(FPSubmissions * 100.0 / total, 1))\r\n| sort by FPSubmissions desc\r\n| project ['Detection Method'] = DetectionMethod, ['FP Submissions'] = FPSubmissions, ['Distinct Sender Domains'] = DistinctDomains, ['% of Malware FPs'] = Pct",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/53/content/items/9/content/query",
-          "sourceSha256": "4e0eebac5a1e8e0252ddc22b1f32bbb64c350e4bd68c5be2f2b372eb332793eb",
-          "targetSha256": "4e0eebac5a1e8e0252ddc22b1f32bbb64c350e4bd68c5be2f2b372eb332793eb"
-        },
-        {
-          "sourcePath": "/items/53/content/items/11/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "942f49b9d76b441e429e52472521cf70bea50866823f8deeed6b466b36bfc6cd"
-          },
-          "conversion": {
-            "sourceId": "/items/53/content/items/11/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//Admin false positive submissions whose original verdict was Phish, grouped by the detection method that flagged them. A high count means that method most often misclassifies legitimate mail as Phish.\r\nlet total = toscalar(CloudAppEvents\r\n    | where ActionType == \"AdminSubmissionSubmitted\"\r\n    | extend R = parse_json(RawEventData)\r\n    | where tostring(R.SubmissionContentType) == \"Mail\" and tostring(R.SubmissionType) == \"3\" and tostring(R.DeliveryMessageInfo.FinalFilterVerdict) == \"Phish\"\r\n    | count);\r\nCloudAppEvents\r\n| where ActionType == \"AdminSubmissionSubmitted\"\r\n| extend R = parse_json(RawEventData)\r\n| extend SubmissionType = tostring(R.SubmissionType), SubmissionContentType = tostring(R.SubmissionContentType), DetectionMethod = tostring(R.DeliveryMessageInfo.FinalFilterVerdictControlSource), DetectionVerdict = tostring(R.DeliveryMessageInfo.FinalFilterVerdict), P2SenderDomain = tostring(R.P2SenderDomain)\r\n| where SubmissionContentType == \"Mail\" and SubmissionType == \"3\" and DetectionVerdict == \"Phish\"\r\n| extend DetectionMethod = iif(isempty(DetectionMethod), \"Not specified\", DetectionMethod)\r\n| summarize FPSubmissions = count(), DistinctDomains = dcount(P2SenderDomain) by DetectionMethod\r\n| extend Pct = iif(total == 0, 0.0, round(FPSubmissions * 100.0 / total, 1))\r\n| sort by FPSubmissions desc\r\n| project ['Detection Method'] = DetectionMethod, ['FP Submissions'] = FPSubmissions, ['Distinct Sender Domains'] = DistinctDomains, ['% of Phish FPs'] = Pct",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/53/content/items/11/content/query",
-          "sourceSha256": "942f49b9d76b441e429e52472521cf70bea50866823f8deeed6b466b36bfc6cd",
-          "targetSha256": "942f49b9d76b441e429e52472521cf70bea50866823f8deeed6b466b36bfc6cd"
-        },
-        {
-          "sourcePath": "/items/53/content/items/13/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "e3d2d9612489838c00ae7aa00cdb34680ec8f9305ff4207e31683850c63bb299"
-          },
-          "conversion": {
-            "sourceId": "/items/53/content/items/13/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//Admin false positive submissions whose original verdict was Spam, grouped by the detection method that flagged them. A high count means that method most often misclassifies legitimate mail as Spam.\r\nlet total = toscalar(CloudAppEvents\r\n    | where ActionType == \"AdminSubmissionSubmitted\"\r\n    | extend R = parse_json(RawEventData)\r\n    | where tostring(R.SubmissionContentType) == \"Mail\" and tostring(R.SubmissionType) == \"3\" and tostring(R.DeliveryMessageInfo.FinalFilterVerdict) == \"Spam\"\r\n    | count);\r\nCloudAppEvents\r\n| where ActionType == \"AdminSubmissionSubmitted\"\r\n| extend R = parse_json(RawEventData)\r\n| extend SubmissionType = tostring(R.SubmissionType), SubmissionContentType = tostring(R.SubmissionContentType), DetectionMethod = tostring(R.DeliveryMessageInfo.FinalFilterVerdictControlSource), DetectionVerdict = tostring(R.DeliveryMessageInfo.FinalFilterVerdict), P2SenderDomain = tostring(R.P2SenderDomain)\r\n| where SubmissionContentType == \"Mail\" and SubmissionType == \"3\" and DetectionVerdict == \"Spam\"\r\n| extend DetectionMethod = iif(isempty(DetectionMethod), \"Not specified\", DetectionMethod)\r\n| summarize FPSubmissions = count(), DistinctDomains = dcount(P2SenderDomain) by DetectionMethod\r\n| extend Pct = iif(total == 0, 0.0, round(FPSubmissions * 100.0 / total, 1))\r\n| sort by FPSubmissions desc\r\n| project ['Detection Method'] = DetectionMethod, ['FP Submissions'] = FPSubmissions, ['Distinct Sender Domains'] = DistinctDomains, ['% of Spam FPs'] = Pct",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/53/content/items/13/content/query",
-          "sourceSha256": "e3d2d9612489838c00ae7aa00cdb34680ec8f9305ff4207e31683850c63bb299",
-          "targetSha256": "e3d2d9612489838c00ae7aa00cdb34680ec8f9305ff4207e31683850c63bb299"
-        },
-        {
-          "sourcePath": "/items/53/content/items/16/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "cca5d9e2b3d5e82f36d0925d5f0729efbb674450d043ae44c758063734b8c1a9"
-          },
-          "conversion": {
-            "sourceId": "/items/53/content/items/16/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the top 10 sender domains of emails which are submitted as false positive by admins\r\nCloudAppEvents \r\n| where ActionType == \"AdminSubmissionSubmitted\" \r\n| extend SubmissionType = tostring((parse_json(RawEventData)).SubmissionType),SubmissionContentType=tostring((parse_json(RawEventData)).SubmissionContentType),P2SenderDomain=tostring((parse_json(RawEventData)).P2SenderDomain)\r\n| where SubmissionContentType == \"Mail\" and SubmissionType ==\"3\"\r\n| summarize count() by P2SenderDomain\r\n| top 10 by count_ desc\r\n| project ['Sender Domain']=P2SenderDomain, ['Emails']=count_",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/53/content/items/16/content/query",
-          "sourceSha256": "cca5d9e2b3d5e82f36d0925d5f0729efbb674450d043ae44c758063734b8c1a9",
-          "targetSha256": "cca5d9e2b3d5e82f36d0925d5f0729efbb674450d043ae44c758063734b8c1a9"
-        },
-        {
-          "sourcePath": "/items/53/content/items/17/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "5bcc51c8dd3bc4ca8453963c5fda413933c9c7797654ac4e6870c319eb5cb597"
-          },
-          "conversion": {
-            "sourceId": "/items/53/content/items/17/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises all emails submitted as false positive by admins summarizing by the original filter verdict threat type\r\nCloudAppEvents \r\n| where ActionType == \"AdminSubmissionSubmitted\" \r\n| extend SubmissionType = tostring((parse_json(RawEventData)).SubmissionType),SubmissionContentType=tostring((parse_json(RawEventData)).SubmissionContentType)\r\n| extend Admin_SubmissionType=\r\niff(SubmissionType == \"3\" and ActionType == \"AdminSubmissionSubmitted\" and SubmissionContentType==\"Mail\" ,\"Email\",\r\n\"Other\"),\r\nP2SenderDomain=tostring((parse_json(RawEventData)).P2SenderDomain),NetworkMessageId=tostring((parse_json(RawEventData).ObjectId)),DetectionVerdict=tostring((parse_json(RawEventData)).DeliveryMessageInfo.FinalFilterVerdict),PolicyOverride=tostring((parse_json(RawEventData)).DeliveryMessageInfo.PolicyOverride),PolicyPolicyOverrideType=tostring((parse_json(RawEventData)).DeliveryMessageInfo.PolicySource)\r\n| where SubmissionContentType == \"Mail\" and SubmissionType == \"3\"\r\n| summarize count() by PolicyOverride,DetectionVerdict,Admin_SubmissionType\r\n| top 10 by count_ desc\r\n| project ['Policy Override']=PolicyOverride, ['Detection Verdict']=DetectionVerdict, ['Submission Type']=Admin_SubmissionType, ['Emails']=count_",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/53/content/items/17/content/query",
-          "sourceSha256": "5bcc51c8dd3bc4ca8453963c5fda413933c9c7797654ac4e6870c319eb5cb597",
-          "targetSha256": "5bcc51c8dd3bc4ca8453963c5fda413933c9c7797654ac4e6870c319eb5cb597"
-        },
-        {
-          "sourcePath": "/items/54/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "67eab6668c5bbeaedd89ff5dd96d450db4dbb474face6b42c169077a2131f8bc"
-          },
-          "conversion": {
-            "sourceId": "/items/54/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the daily ammount of user false positive submission by submission type.\r\nlet gran = {Granularity};\r\nlet minTime = toscalar(CloudAppEvents | summarize min(Timestamp));\r\nlet maxTime = toscalar(CloudAppEvents | summarize max(Timestamp));\r\nlet agg = materialize(CloudAppEvents\r\n| where ActionType contains \"UserSubmission\"\r\n| extend SubmissionType = tostring((parse_json(RawEventData)).SubmissionType),SubmissionContentType=tostring((parse_json(RawEventData)).SubmissionContentType)\r\n| where SubmissionType == \"3\" and ActionType == \"UserSubmission\" and SubmissionContentType==\"Mail\"\r\n| summarize Count = count() by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from bin(minTime, gran) to bin(maxTime, gran) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, ['User FP Submissions'] = coalesce(Count, 0)\r\n| sort by Timestamp asc",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/54/content/items/2/content/query",
-          "sourceSha256": "67eab6668c5bbeaedd89ff5dd96d450db4dbb474face6b42c169077a2131f8bc",
-          "targetSha256": "67eab6668c5bbeaedd89ff5dd96d450db4dbb474face6b42c169077a2131f8bc"
-        },
-        {
-          "sourcePath": "/items/54/content/items/5/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "8fa077a5e7acb929d4f838162f74ec00683d1dc97909896cd41a43f6095193e1"
-          },
-          "conversion": {
-            "sourceId": "/items/54/content/items/5/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the total ammount of user false positive submission by submission state.\r\nCloudAppEvents \r\n| where ActionType contains \"UserSubmission\" \r\n| extend Record = (parse_json(RawEventData)).RecordType,SubmissionState = parse_json(RawEventData).SubmissionState,SubmissionId=parse_json(RawEventData).SubmissionId,SubmissionType = parse_json(RawEventData).SubmissionType,SubmissionContentType=tostring((parse_json(RawEventData)).SubmissionContentType)\r\n| where Record == 29 and SubmissionType == \"3\"\r\n| summarize count() by tostring(SubmissionState)",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/54/content/items/5/content/query",
-          "sourceSha256": "8fa077a5e7acb929d4f838162f74ec00683d1dc97909896cd41a43f6095193e1",
-          "targetSha256": "8fa077a5e7acb929d4f838162f74ec00683d1dc97909896cd41a43f6095193e1"
-        },
-        {
-          "sourcePath": "/items/54/content/items/6/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "06dfd0f0530c4081e868b6e444c344f00b01c0da62fbeaf59b1819d0ebfbdd56"
-          },
-          "conversion": {
-            "sourceId": "/items/54/content/items/6/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the top users performing false positive submissions.\r\nCloudAppEvents \r\n| where ActionType == \"UserSubmission\" \r\n| extend Record = (parse_json(RawEventData)).RecordType,SubmissionState = parse_json(RawEventData).SubmissionState,SubmissionId=parse_json(RawEventData).SubmissionId,SubmissionType = parse_json(RawEventData).SubmissionType,SubmissionContentType=tostring((parse_json(RawEventData)).SubmissionContentType)\r\n| where Record == 29 and SubmissionType == \"3\"\r\n| extend UserId = (parse_json(RawEventData)).UserId\r\n| summarize ['Submissions']=count() by ['User']=tostring(UserId)\r\n| top 15 by ['Submissions'] desc",
-            "resolvedTables": [
-              "CloudAppEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/54/content/items/6/content/query",
-          "sourceSha256": "06dfd0f0530c4081e868b6e444c344f00b01c0da62fbeaf59b1819d0ebfbdd56",
-          "targetSha256": "06dfd0f0530c4081e868b6e444c344f00b01c0da62fbeaf59b1819d0ebfbdd56"
-        },
-        {
-          "sourcePath": "/items/54/content/items/8/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "74d2514387026a9cbca80d7c6632732f497e6a9326931485517d26a115bc1098"
-          },
-          "conversion": {
-            "sourceId": "/items/54/content/items/8/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//User false positive submissions whose email was originally flagged as Malware, by the detection technique that flagged it. A high count means that technique most often misclassifies legitimate mail as Malware.\r\nCloudAppEvents\r\n| where ActionType == \"UserSubmission\"\r\n| extend R = parse_json(RawEventData)\r\n| extend SubmissionType = tostring(R.SubmissionType), SubmissionContentType = tostring(R.SubmissionContentType), NetworkMessageId = tostring(R.ObjectId), RecipientObjectId = AccountObjectId\r\n| where SubmissionContentType == \"Mail\" and SubmissionType == \"3\"\r\n| join EmailEvents on NetworkMessageId, RecipientObjectId\r\n| where EmailDirection == \"Inbound\" and DetectionMethods has \"Malware\"\r\n| mv-expand Technique = parse_json(DetectionMethods).Malware to typeof(string)\r\n| where isnotempty(Technique)\r\n| summarize FPSubmissions = count(), DistinctDomains = dcount(SenderFromDomain) by Technique\r\n| sort by FPSubmissions desc\r\n| project ['Detection Technique'] = Technique, ['FP Submissions'] = FPSubmissions, ['Distinct Sender Domains'] = DistinctDomains",
-            "resolvedTables": [
-              "CloudAppEvents",
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/54/content/items/8/content/query",
-          "sourceSha256": "74d2514387026a9cbca80d7c6632732f497e6a9326931485517d26a115bc1098",
-          "targetSha256": "74d2514387026a9cbca80d7c6632732f497e6a9326931485517d26a115bc1098"
-        },
-        {
-          "sourcePath": "/items/54/content/items/10/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "0a98d004faf373375334191fda0147f3af0812c7ae871251a5728f1ffa5e72cd"
-          },
-          "conversion": {
-            "sourceId": "/items/54/content/items/10/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//User false positive submissions whose email was originally flagged as Phish, by the detection technique that flagged it. A high count means that technique most often misclassifies legitimate mail as Phish.\r\nCloudAppEvents\r\n| where ActionType == \"UserSubmission\"\r\n| extend R = parse_json(RawEventData)\r\n| extend SubmissionType = tostring(R.SubmissionType), SubmissionContentType = tostring(R.SubmissionContentType), NetworkMessageId = tostring(R.ObjectId), RecipientObjectId = AccountObjectId\r\n| where SubmissionContentType == \"Mail\" and SubmissionType == \"3\"\r\n| join EmailEvents on NetworkMessageId, RecipientObjectId\r\n| where EmailDirection == \"Inbound\" and DetectionMethods has \"Phish\"\r\n| mv-expand Technique = parse_json(DetectionMethods).Phish to typeof(string)\r\n| where isnotempty(Technique)\r\n| summarize FPSubmissions = count(), DistinctDomains = dcount(SenderFromDomain) by Technique\r\n| sort by FPSubmissions desc\r\n| project ['Detection Technique'] = Technique, ['FP Submissions'] = FPSubmissions, ['Distinct Sender Domains'] = DistinctDomains",
-            "resolvedTables": [
-              "CloudAppEvents",
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/54/content/items/10/content/query",
-          "sourceSha256": "0a98d004faf373375334191fda0147f3af0812c7ae871251a5728f1ffa5e72cd",
-          "targetSha256": "0a98d004faf373375334191fda0147f3af0812c7ae871251a5728f1ffa5e72cd"
-        },
-        {
-          "sourcePath": "/items/54/content/items/12/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "3ef8df7f0af5e964483dd0d200d7015e761031dc4284f6c843af47858e0b56f0"
-          },
-          "conversion": {
-            "sourceId": "/items/54/content/items/12/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//User false positive submissions whose email was originally flagged as Spam, by the detection technique that flagged it. A high count means that technique most often misclassifies legitimate mail as Spam.\r\nCloudAppEvents\r\n| where ActionType == \"UserSubmission\"\r\n| extend R = parse_json(RawEventData)\r\n| extend SubmissionType = tostring(R.SubmissionType), SubmissionContentType = tostring(R.SubmissionContentType), NetworkMessageId = tostring(R.ObjectId), RecipientObjectId = AccountObjectId\r\n| where SubmissionContentType == \"Mail\" and SubmissionType == \"3\"\r\n| join EmailEvents on NetworkMessageId, RecipientObjectId\r\n| where EmailDirection == \"Inbound\" and DetectionMethods has \"Spam\"\r\n| mv-expand Technique = parse_json(DetectionMethods).Spam to typeof(string)\r\n| where isnotempty(Technique)\r\n| summarize FPSubmissions = count(), DistinctDomains = dcount(SenderFromDomain) by Technique\r\n| sort by FPSubmissions desc\r\n| project ['Detection Technique'] = Technique, ['FP Submissions'] = FPSubmissions, ['Distinct Sender Domains'] = DistinctDomains",
-            "resolvedTables": [
-              "CloudAppEvents",
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/54/content/items/12/content/query",
-          "sourceSha256": "3ef8df7f0af5e964483dd0d200d7015e761031dc4284f6c843af47858e0b56f0",
-          "targetSha256": "3ef8df7f0af5e964483dd0d200d7015e761031dc4284f6c843af47858e0b56f0"
-        },
-        {
-          "sourcePath": "/items/54/content/items/14/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "01d2c3a9084d16561d96d52b2a9f43158cd0b5805f1bd1503f19bd79fc1fd0b1"
-          },
-          "conversion": {
-            "sourceId": "/items/54/content/items/14/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//Top 10 sender domains reported as false positives by users, with each domain's total inbound volume and the share of it reported as FP (a high rate flags a domain whose legitimate mail is most often misclassified).\r\nlet totalByDomain = EmailEvents | where EmailDirection == \"Inbound\" | summarize TotalInbound = count() by SenderFromDomain;\r\nCloudAppEvents\r\n| where ActionType == \"UserSubmission\"\r\n| extend R = parse_json(RawEventData)\r\n| extend SubmissionType = tostring(R.SubmissionType), SubmissionContentType = tostring(R.SubmissionContentType), P2SenderDomain = tostring(R.P2SenderDomain)\r\n| where SubmissionContentType == \"Mail\" and SubmissionType == \"3\"\r\n| summarize FPSubmissions = count() by P2SenderDomain\r\n| join kind=leftouter (totalByDomain) on $left.P2SenderDomain == $right.SenderFromDomain\r\n| extend FPPct = iif(isnull(TotalInbound) or TotalInbound == 0, 0.0, round(FPSubmissions * 100.0 / TotalInbound, 2))\r\n| top 10 by FPSubmissions desc\r\n| project ['Sender Domain'] = P2SenderDomain, ['FP Submissions'] = FPSubmissions, ['Total Inbound'] = coalesce(TotalInbound, 0), ['FP Submission %'] = FPPct",
-            "resolvedTables": [
-              "CloudAppEvents",
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/54/content/items/14/content/query",
-          "sourceSha256": "01d2c3a9084d16561d96d52b2a9f43158cd0b5805f1bd1503f19bd79fc1fd0b1",
-          "targetSha256": "01d2c3a9084d16561d96d52b2a9f43158cd0b5805f1bd1503f19bd79fc1fd0b1"
-        },
-        {
-          "sourcePath": "/items/54/content/items/16/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "dee4810b520a32ee3eda3665ec91442f6b1b94e403bf850472313c0b0b92cc89"
-          },
-          "conversion": {
-            "sourceId": "/items/54/content/items/16/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//Top 10 email senders reported as false positives by users, with each sender's total inbound volume and the share reported as FP.\r\nlet totalBySender = EmailEvents | where EmailDirection == \"Inbound\" | summarize TotalInbound = count() by SenderMailFromAddress;\r\nCloudAppEvents\r\n| where ActionType == \"UserSubmission\"\r\n| extend R = parse_json(RawEventData)\r\n| extend SubmissionType = tostring(R.SubmissionType), SubmissionContentType = tostring(R.SubmissionContentType), NetworkMessageId = tostring(R.ObjectId), RecipientObjectId = AccountObjectId\r\n| where SubmissionContentType == \"Mail\" and SubmissionType == \"3\"\r\n| join EmailEvents on NetworkMessageId, RecipientObjectId\r\n| where EmailDirection == \"Inbound\"\r\n| summarize FPSubmissions = count() by SenderMailFromAddress\r\n| join kind=leftouter (totalBySender) on SenderMailFromAddress\r\n| extend FPPct = iif(isnull(TotalInbound) or TotalInbound == 0, 0.0, round(FPSubmissions * 100.0 / TotalInbound, 2))\r\n| top 10 by FPSubmissions desc\r\n| project ['Sender Address'] = SenderMailFromAddress, ['FP Submissions'] = FPSubmissions, ['Total Inbound'] = coalesce(TotalInbound, 0), ['FP Submission %'] = FPPct",
-            "resolvedTables": [
-              "CloudAppEvents",
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/54/content/items/16/content/query",
-          "sourceSha256": "dee4810b520a32ee3eda3665ec91442f6b1b94e403bf850472313c0b0b92cc89",
-          "targetSha256": "dee4810b520a32ee3eda3665ec91442f6b1b94e403bf850472313c0b0b92cc89"
-        },
-        {
-          "sourcePath": "/items/54/content/items/18/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "e855970dd652ea06edb6c39d05056de221c92079455389ff1c874c674260434e"
-          },
-          "conversion": {
-            "sourceId": "/items/54/content/items/18/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//Top 10 email subjects reported as false positives by users, with how many distinct recipients reported each (a subject reported by many users is a broad misclassification pattern).\r\nCloudAppEvents\r\n| where ActionType == \"UserSubmission\"\r\n| extend R = parse_json(RawEventData)\r\n| extend SubmissionType = tostring(R.SubmissionType), SubmissionContentType = tostring(R.SubmissionContentType), NetworkMessageId = tostring(R.ObjectId), RecipientObjectId = AccountObjectId\r\n| where SubmissionContentType == \"Mail\" and SubmissionType == \"3\"\r\n| join EmailEvents on NetworkMessageId, RecipientObjectId\r\n| where EmailDirection == \"Inbound\"\r\n| summarize FPSubmissions = count(), DistinctRecipients = dcount(RecipientObjectId) by Subject\r\n| top 10 by FPSubmissions desc\r\n| project ['Subject'] = Subject, ['FP Submissions'] = FPSubmissions, ['Distinct Recipients'] = DistinctRecipients",
-            "resolvedTables": [
-              "CloudAppEvents",
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/54/content/items/18/content/query",
-          "sourceSha256": "e855970dd652ea06edb6c39d05056de221c92079455389ff1c874c674260434e",
-          "targetSha256": "e855970dd652ea06edb6c39d05056de221c92079455389ff1c874c674260434e"
-        },
-        {
-          "sourcePath": "/items/54/content/items/20/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "574a57a292b61a545e06d553089b20c675d2deeebd757cc4041f71ee296658f2"
-          },
-          "conversion": {
-            "sourceId": "/items/54/content/items/20/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//Top 10 internal senders whose emails were reported as false positives by users, with total intra-org volume and the share reported as FP.\r\nlet totalBySender = EmailEvents | where EmailDirection == \"Intra-org\" | summarize TotalIntraOrg = count() by SenderMailFromAddress;\r\nCloudAppEvents\r\n| where ActionType == \"UserSubmission\"\r\n| extend R = parse_json(RawEventData)\r\n| extend SubmissionType = tostring(R.SubmissionType), SubmissionContentType = tostring(R.SubmissionContentType), NetworkMessageId = tostring(R.ObjectId), RecipientObjectId = AccountObjectId\r\n| where SubmissionContentType == \"Mail\" and SubmissionType == \"3\"\r\n| join EmailEvents on NetworkMessageId, RecipientObjectId\r\n| where EmailDirection == \"Intra-org\"\r\n| summarize FPSubmissions = count() by SenderMailFromAddress\r\n| join kind=leftouter (totalBySender) on SenderMailFromAddress\r\n| extend FPPct = iif(isnull(TotalIntraOrg) or TotalIntraOrg == 0, 0.0, round(FPSubmissions * 100.0 / TotalIntraOrg, 2))\r\n| top 10 by FPSubmissions desc\r\n| project ['Sender Address'] = SenderMailFromAddress, ['FP Submissions'] = FPSubmissions, ['Total Intra-org'] = coalesce(TotalIntraOrg, 0), ['FP Submission %'] = FPPct",
-            "resolvedTables": [
-              "CloudAppEvents",
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "CloudAppEvents",
-                "ahTable": "CloudAppEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 37,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/54/content/items/20/content/query",
-          "sourceSha256": "574a57a292b61a545e06d553089b20c675d2deeebd757cc4041f71ee296658f2",
-          "targetSha256": "574a57a292b61a545e06d553089b20c675d2deeebd757cc4041f71ee296658f2"
-        },
-        {
-          "sourcePath": "/items/56/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "ee6b26c853c749ddefdc422e3bf84d8957cfc20ec68caf97ea50c45a86fe6b8b"
-          },
-          "conversion": {
-            "sourceId": "/items/56/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//Microsoft Defender for Office 365 value for files in SharePoint / OneDrive / Teams: total files processed, how many had a malware detection, and how many were scanned with no detection. A per-period Trend series feeds the tile sparkline.\r\nlet gran = {Granularity};\r\nlet base = FileMaliciousContentInfo;\r\nlet counts = union\r\n(base | summarize Count = count() | extend Cat = \"Total Files Processed (SPO/ODB/Teams)\", Ord = 1),\r\n(base | where isnotempty(ThreatTypes) | summarize Count = count() | extend Cat = \"Files with Malware Detected\", Ord = 2),\r\n(base | where isempty(ThreatTypes) | summarize Count = count() | extend Cat = \"Files Scanned - No Detection\", Ord = 3);\r\nlet tagged = union\r\n(base | extend Cat = \"Total Files Processed (SPO/ODB/Teams)\"),\r\n(base | where isnotempty(ThreatTypes) | extend Cat = \"Files with Malware Detected\"),\r\n(base | where isempty(ThreatTypes) | extend Cat = \"Files Scanned - No Detection\");\r\nlet trends = tagged | make-series Trend = count() default = 0 on Timestamp step gran by Cat;\r\ncounts\r\n| join kind=leftouter (trends) on Cat\r\n| sort by Ord asc\r\n| project Count, Details = Cat, Trend",
-            "resolvedTables": [
-              "FileMaliciousContentInfo"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "FileMaliciousContentInfo",
-                "ahTable": "FileMaliciousContentInfo",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 17,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/56/content/query",
-          "sourceSha256": "ee6b26c853c749ddefdc422e3bf84d8957cfc20ec68caf97ea50c45a86fe6b8b",
-          "targetSha256": "ee6b26c853c749ddefdc422e3bf84d8957cfc20ec68caf97ea50c45a86fe6b8b"
-        },
-        {
-          "sourcePath": "/items/57/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "3f30b8073c8b9cfd3304c7294b4171f12b9760e27160c598bcf9843a95234022"
-          },
-          "conversion": {
-            "sourceId": "/items/57/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total files located on SharePoint, OneDrive and Teams with Malware detections over time summarizing the data daily.\r\nlet gran = {Granularity};\r\nlet agg = materialize(FileMaliciousContentInfo\r\n| summarize Count = count() by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from toscalar(agg | summarize min(Timestamp)) to toscalar(agg | summarize max(Timestamp)) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, ['Files']=coalesce(Count, 0)\r\n| sort by Timestamp asc",
-            "resolvedTables": [
-              "FileMaliciousContentInfo"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "FileMaliciousContentInfo",
-                "ahTable": "FileMaliciousContentInfo",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 17,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/57/content/items/2/content/query",
-          "sourceSha256": "3f30b8073c8b9cfd3304c7294b4171f12b9760e27160c598bcf9843a95234022",
-          "targetSha256": "3f30b8073c8b9cfd3304c7294b4171f12b9760e27160c598bcf9843a95234022"
-        },
-        {
-          "sourcePath": "/items/57/content/items/4/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "change",
-            "querySha256": "87a79048564af89105306f9f0eb6e49d2877f0cb1fe9e4fdbe325666b51b4ff7"
-          },
-          "conversion": {
-            "sourceId": "/items/57/content/items/4/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query summarizes File malware detections by Microsoft Defender for Office 365 (Safe Attachments detonation) into a per-family table: total detections, distinct files, affected locations (file owner or site) and when the family was last seen.\r\nFileMaliciousContentInfo\r\n| where tostring(DetectionMethods) contains \"detonation\"\r\n| extend Owner = iff(isnotempty(FileOwnerUpn), FileOwnerUpn, strcat(\"Site: \", tostring(split(FolderPath, \"/\")[4])))\r\n| summarize ['Files']=count(), ['Distinct Files']=dcount(SHA256), ['Affected Locations']=dcount(Owner), ['Last Seen']=max(Timestamp) by ThreatNames\r\n| sort by ['Files'] desc\r\n| project ['Threat Name']=ThreatNames, ['Files'], ['Distinct Files'], ['Affected Locations'], ['Last Seen']",
-            "resolvedTables": [
-              "FileMaliciousContentInfo"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "FileMaliciousContentInfo",
-                "ahTable": "FileMaliciousContentInfo",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 17,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/57/content/items/4/content/query",
-          "sourceSha256": "87a79048564af89105306f9f0eb6e49d2877f0cb1fe9e4fdbe325666b51b4ff7",
-          "targetSha256": "87a79048564af89105306f9f0eb6e49d2877f0cb1fe9e4fdbe325666b51b4ff7"
-        },
-        {
-          "sourcePath": "/items/57/content/items/6/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "change",
-            "querySha256": "9ea07eb7836f2e2b1040b6b6e44a86a4c61d61e49c16dc1428c6fc2bb7b6d9d6"
-          },
-          "conversion": {
-            "sourceId": "/items/57/content/items/6/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query summarizes File malware detections by the built-in SharePoint antivirus (Antimalware engine) into a per-family table: total detections, distinct files, affected locations (file owner or site) and when the family was last seen.\r\nFileMaliciousContentInfo\r\n| where tostring(DetectionMethods) contains \"Antimalware engine\"\r\n| extend Owner = iff(isnotempty(FileOwnerUpn), FileOwnerUpn, strcat(\"Site: \", tostring(split(FolderPath, \"/\")[4])))\r\n| summarize ['Files']=count(), ['Distinct Files']=dcount(SHA256), ['Affected Locations']=dcount(Owner), ['Last Seen']=max(Timestamp) by ThreatNames\r\n| sort by ['Files'] desc\r\n| project ['Threat Name']=ThreatNames, ['Files'], ['Distinct Files'], ['Affected Locations'], ['Last Seen']",
-            "resolvedTables": [
-              "FileMaliciousContentInfo"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "FileMaliciousContentInfo",
-                "ahTable": "FileMaliciousContentInfo",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 17,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/57/content/items/6/content/query",
-          "sourceSha256": "9ea07eb7836f2e2b1040b6b6e44a86a4c61d61e49c16dc1428c6fc2bb7b6d9d6",
-          "targetSha256": "9ea07eb7836f2e2b1040b6b6e44a86a4c61d61e49c16dc1428c6fc2bb7b6d9d6"
-        },
-        {
-          "sourcePath": "/items/57/content/items/9/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "change",
-            "querySha256": "83eaddab2b108a2803044a325510009d0047dd94858008d869c8659b7ceb14cf"
-          },
-          "conversion": {
-            "sourceId": "/items/57/content/items/9/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query lists total Malware detections of files on SharePoint, OneDrive and Teams by the location (site or personal path) where the file resides.\r\nFileMaliciousContentInfo\r\n| extend ['Site / Location'] = tostring(split(FolderPath, '/')[4])\r\n| summarize ['Detections'] = count() by ['Site / Location']\r\n| sort by ['Detections'] desc",
-            "resolvedTables": [
-              "FileMaliciousContentInfo"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "FileMaliciousContentInfo",
-                "ahTable": "FileMaliciousContentInfo",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 17,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/57/content/items/9/content/query",
-          "sourceSha256": "83eaddab2b108a2803044a325510009d0047dd94858008d869c8659b7ceb14cf",
-          "targetSha256": "83eaddab2b108a2803044a325510009d0047dd94858008d869c8659b7ceb14cf"
-        },
-        {
-          "sourcePath": "/items/57/content/items/10/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "change",
-            "querySha256": "ddfe37ebdf81dc3035d9491a0fc453cd230d183059224a86193e44f1e852f98f"
-          },
-          "conversion": {
-            "sourceId": "/items/57/content/items/10/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises total Malware detections of files located on SharePoint, OneDrive and Teams summarizing the data by the Microsoft collaboration application (workload).\r\nFileMaliciousContentInfo\r\n| summarize count() by Workload\r\n| sort by count_ desc",
-            "resolvedTables": [
-              "FileMaliciousContentInfo"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "FileMaliciousContentInfo",
-                "ahTable": "FileMaliciousContentInfo",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 17,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/57/content/items/10/content/query",
-          "sourceSha256": "ddfe37ebdf81dc3035d9491a0fc453cd230d183059224a86193e44f1e852f98f",
-          "targetSha256": "ddfe37ebdf81dc3035d9491a0fc453cd230d183059224a86193e44f1e852f98f"
-        },
-        {
-          "sourcePath": "/items/57/content/items/12/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "change",
-            "querySha256": "c0af2e879bb305a1ab536cf7aa9a94c0da845893774b6af9441c54e7e26c20d8"
-          },
-          "conversion": {
-            "sourceId": "/items/57/content/items/12/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//Top file owners (or the SharePoint/Teams site, when a file has no user owner) whose SharePoint/OneDrive/Teams files were flagged as malware, with distinct files, workloads and sample threat names.\r\nFileMaliciousContentInfo\r\n| extend Owner = iff(isnotempty(FileOwnerUpn), FileOwnerUpn, strcat(\"Site: \", tostring(split(FolderPath, \"/\")[4])))\r\n| summarize ['Malicious Files'] = count(),\n            ['Distinct Files']  = dcount(SHA256),\n            ['Workloads']       = make_set(Workload, 3),\n            ['Sample Threats']  = make_set_if(ThreatNames, isnotempty(ThreatNames), 5),\n            ['Last Seen']       = max(Timestamp)\n        by ['Owner']=Owner\n| top 20 by ['Malicious Files']",
-            "resolvedTables": [
-              "FileMaliciousContentInfo"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "FileMaliciousContentInfo",
-                "ahTable": "FileMaliciousContentInfo",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 17,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/57/content/items/12/content/query",
-          "sourceSha256": "c0af2e879bb305a1ab536cf7aa9a94c0da845893774b6af9441c54e7e26c20d8",
-          "targetSha256": "c0af2e879bb305a1ab536cf7aa9a94c0da845893774b6af9441c54e7e26c20d8"
-        },
-        {
-          "sourcePath": "/items/59/content/items/3/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "edac2c04a18e08b3c8a7fdfe6e239e2d594008e09c07b78183ace649b0afcd49"
-          },
-          "conversion": {
-            "sourceId": "/items/59/content/items/3/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the daily ammount of emails that had a post delivery action from zero-hour auto purge.\r\nlet gran = {Granularity};\r\nlet agg = materialize(EmailPostDeliveryEvents \r\n| where ActionType has \"ZAP\"\r\n| summarize Count = count() by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from toscalar(agg | summarize min(Timestamp)) to toscalar(agg | summarize max(Timestamp)) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, ['Zapped Emails'] = coalesce(Count, 0)\r\n| sort by Timestamp asc",
-            "resolvedTables": [
-              "EmailPostDeliveryEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailPostDeliveryEvents",
-                "ahTable": "EmailPostDeliveryEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 15,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/59/content/items/3/content/query",
-          "sourceSha256": "edac2c04a18e08b3c8a7fdfe6e239e2d594008e09c07b78183ace649b0afcd49",
-          "targetSha256": "edac2c04a18e08b3c8a7fdfe6e239e2d594008e09c07b78183ace649b0afcd49"
-        },
-        {
-          "sourcePath": "/items/59/content/items/4/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "81205f70e013612c81806cbd61ce60b78f4bbfaf406cc4b71f15d729ffe318ed"
-          },
-          "conversion": {
-            "sourceId": "/items/59/content/items/4/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the daily ammount of emails that had a post delivery action from zero-hour auto purge, summarizing by phish,spam or malware detection action\r\nlet gran = {Granularity};\r\nlet minTime = toscalar(EmailEvents | summarize min(Timestamp));\r\nlet maxTime = toscalar(EmailEvents | summarize max(Timestamp));\r\nlet agg = materialize(EmailPostDeliveryEvents\r\n| where ActionType has \"ZAP\"\r\n| summarize [\"Spam ZAP\"]=countif(ActionType has 'Spam ZAP'), [\"Phish ZAP\"]=countif(ActionType has 'Phish ZAP'), [\"Malware ZAP\"]=countif(ActionType has 'Malware ZAP') by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from bin(minTime, gran) to bin(maxTime, gran) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, [\"Spam ZAP\"]=coalesce([\"Spam ZAP\"],0), [\"Phish ZAP\"]=coalesce([\"Phish ZAP\"],0), [\"Malware ZAP\"]=coalesce([\"Malware ZAP\"],0)\r\n| sort by Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents",
-              "EmailPostDeliveryEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              },
-              {
-                "sentinelTable": "EmailPostDeliveryEvents",
-                "ahTable": "EmailPostDeliveryEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 15,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/59/content/items/4/content/query",
-          "sourceSha256": "81205f70e013612c81806cbd61ce60b78f4bbfaf406cc4b71f15d729ffe318ed",
-          "targetSha256": "81205f70e013612c81806cbd61ce60b78f4bbfaf406cc4b71f15d729ffe318ed"
-        },
-        {
-          "sourcePath": "/items/59/content/items/6/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "b092296adbbd8f13d3ba1dd7ce16b3d4430acf7e0c5b9245dcb65e8305634561"
-          },
-          "conversion": {
-            "sourceId": "/items/59/content/items/6/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the ammount of emails that had a post delivery action, summarizing the data daily by the final location as a result of the action\r\nlet gran = {Granularity};\r\nlet minTime = toscalar(EmailEvents | summarize min(Timestamp));\r\nlet maxTime = toscalar(EmailEvents | summarize max(Timestamp));\r\nlet agg = materialize(EmailPostDeliveryEvents\r\n| where ActionType contains \"ZAP\"\r\n| summarize Quarantine=countif(DeliveryLocation has 'Quarantine'), ['Deleted Items']=countif(DeliveryLocation has 'Delete'), Junk=countif(DeliveryLocation has 'Junk'), Inbox=countif(DeliveryLocation has 'Inbox') by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from bin(minTime, gran) to bin(maxTime, gran) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, Quarantine=coalesce(Quarantine,0), ['Deleted Items']=coalesce(['Deleted Items'],0), Junk=coalesce(Junk,0), Inbox=coalesce(Inbox,0)\r\n| sort by Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents",
-              "EmailPostDeliveryEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              },
-              {
-                "sentinelTable": "EmailPostDeliveryEvents",
-                "ahTable": "EmailPostDeliveryEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 15,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/59/content/items/6/content/query",
-          "sourceSha256": "b092296adbbd8f13d3ba1dd7ce16b3d4430acf7e0c5b9245dcb65e8305634561",
-          "targetSha256": "b092296adbbd8f13d3ba1dd7ce16b3d4430acf7e0c5b9245dcb65e8305634561"
-        },
-        {
-          "sourcePath": "/items/60/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "f80a170b71ca7aea90a853d397c7cc66efc0727f7e8b1136c999be841598810a"
-          },
-          "conversion": {
-            "sourceId": "/items/60/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the daily ammount of emails released from quarantine\r\nlet gran = {Granularity};\r\nlet minTime = toscalar(EmailEvents | summarize min(Timestamp));\r\nlet maxTime = toscalar(EmailEvents | summarize max(Timestamp));\r\nlet agg = materialize(EmailPostDeliveryEvents\r\n| where ActionTrigger has \"AdminAction\" and Action has 'Quarantine release'\r\n| summarize Count = count() by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from bin(minTime, gran) to bin(maxTime, gran) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, ['Quarantine Releases'] = coalesce(Count, 0)\r\n| sort by Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents",
-              "EmailPostDeliveryEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              },
-              {
-                "sentinelTable": "EmailPostDeliveryEvents",
-                "ahTable": "EmailPostDeliveryEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 15,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/60/content/items/2/content/query",
-          "sourceSha256": "f80a170b71ca7aea90a853d397c7cc66efc0727f7e8b1136c999be841598810a",
-          "targetSha256": "f80a170b71ca7aea90a853d397c7cc66efc0727f7e8b1136c999be841598810a"
-        },
-        {
-          "sourcePath": "/items/60/content/items/5/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "b9a2ddf63c5404a5073a9d0a9707bd5adfe06254d526136d9c94310279a51965"
-          },
-          "conversion": {
-            "sourceId": "/items/60/content/items/5/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the percentage of emails released from quarantine out of the total ammount of quarantined emails\r\nlet Quarantine_Releases = toscalar(EmailPostDeliveryEvents\r\n| where Action == \"Quarantine release\"\r\n| join kind=leftouter (EmailEvents | where DeliveryLocation == \"Quarantine\") on NetworkMessageId\r\n| summarize count());\r\nlet Quarantined_Mailflow = toscalar(EmailEvents | where DeliveryLocation == \"Quarantine\"\r\n| summarize count());\r\nprint\r\nQuarantine_Releases = toreal(Quarantine_Releases),\r\nQuarantined_Mailflow = toreal(Quarantined_Mailflow),\r\nRelease_Percentage = abs(round(((toreal(Quarantine_Releases)/toreal(Quarantined_Mailflow))*100),2))",
-            "resolvedTables": [
-              "EmailEvents",
-              "EmailPostDeliveryEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              },
-              {
-                "sentinelTable": "EmailPostDeliveryEvents",
-                "ahTable": "EmailPostDeliveryEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 15,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/60/content/items/5/content/query",
-          "sourceSha256": "b9a2ddf63c5404a5073a9d0a9707bd5adfe06254d526136d9c94310279a51965",
-          "targetSha256": "b9a2ddf63c5404a5073a9d0a9707bd5adfe06254d526136d9c94310279a51965"
-        },
-        {
-          "sourcePath": "/items/60/content/items/6/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "3bc615d6bc4814e663b33dee2194e9c20b3664fea51cf465413b5931bebbb30e"
-          },
-          "conversion": {
-            "sourceId": "/items/60/content/items/6/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//Per detection technology: the share of its quarantined emails that were later released from quarantine.\r\n//Release % = released / quarantined for that detection technology - a high rate flags a detector that may be over-flagging legitimate mail (potential false positives). Detectors with fewer than 10 quarantined emails are excluded so the rate is statistically meaningful.\r\nEmailEvents\r\n| where DeliveryLocation == \"Quarantine\"\r\n| extend MDO_detection = parse_json(DetectionMethods)\r\n| extend FirstDetection = iif(isempty(MDO_detection), \"Clean\", tostring(bag_keys(MDO_detection)[0]))\r\n| extend FirstSubcategory = iif(FirstDetection != \"Clean\" and array_length(MDO_detection[FirstDetection]) > 0, strcat(FirstDetection, \": \", tostring(MDO_detection[FirstDetection][0])), \"No Detection (clean)\")\r\n| where FirstSubcategory contains \"Malware\" or FirstSubcategory contains \"Phish\" or FirstSubcategory contains \"Spam\"\r\n| join kind=leftouter (\r\n    EmailPostDeliveryEvents\r\n    | where Action == \"Quarantine release\"\r\n    | distinct NetworkMessageId\r\n    | extend ReleasedFlag = \"yes\"\r\n  ) on NetworkMessageId\r\n| summarize Quarantined = dcount(NetworkMessageId), Released = dcountif(NetworkMessageId, ReleasedFlag == \"yes\") by FirstSubcategory\r\n| where Quarantined >= 10 and Released > 0\r\n| extend ReleaseRate = round(Released * 100.0 / Quarantined, 2)\r\n| project ['Detection Type']=FirstSubcategory, ['Quarantined Emails']=Quarantined, ['Released']=Released, ['Release %']=ReleaseRate\r\n| order by ['Release %'] desc",
-            "resolvedTables": [
-              "EmailEvents",
-              "EmailPostDeliveryEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              },
-              {
-                "sentinelTable": "EmailPostDeliveryEvents",
-                "ahTable": "EmailPostDeliveryEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 15,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/60/content/items/6/content/query",
-          "sourceSha256": "3bc615d6bc4814e663b33dee2194e9c20b3664fea51cf465413b5931bebbb30e",
-          "targetSha256": "3bc615d6bc4814e663b33dee2194e9c20b3664fea51cf465413b5931bebbb30e"
-        },
-        {
-          "sourcePath": "/items/60/content/items/8/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "613f59e248e2eab9ad627bc17fd671a48892e3ba03cd55291062e0247cffde9b"
-          },
-          "conversion": {
-            "sourceId": "/items/60/content/items/8/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the ammount of malware emails that are quarantined, summarized daily by the detection method\r\nlet gran = {Granularity};\r\nlet minTime = toscalar(EmailEvents | summarize min(Timestamp));\r\nlet maxTime = toscalar(EmailEvents | summarize max(Timestamp));\r\nlet agg = materialize(EmailEvents\r\n| where DetectionMethods has \"Malware\" and DeliveryLocation == \"Quarantine\"\r\n| mv-expand Details = parse_json(DetectionMethods).Malware to typeof(string)\r\n| where isnotempty(Details)\r\n| summarize Count = count() by Details, Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from bin(minTime, gran) to bin(maxTime, gran) step gran\r\n| extend d = 1 | join kind=inner (agg | distinct Details | extend d = 1) on d | project Timestamp, Details\r\n| join kind=leftouter (agg) on Timestamp, Details\r\n| project Timestamp, Details, Count = coalesce(Count, 0)\r\n| sort by Details asc, Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/60/content/items/8/content/query",
-          "sourceSha256": "613f59e248e2eab9ad627bc17fd671a48892e3ba03cd55291062e0247cffde9b",
-          "targetSha256": "613f59e248e2eab9ad627bc17fd671a48892e3ba03cd55291062e0247cffde9b"
-        },
-        {
-          "sourcePath": "/items/60/content/items/9/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "f038b8c64ee2b6006197ae4f79bfbcaa804bded2a217d5a1cb1cbdb9fe7c3ea2"
-          },
-          "conversion": {
-            "sourceId": "/items/60/content/items/9/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the total ammount of malware emails that are quarantined, summarized by the detection method\r\n//(QA 2026-07-14) mv-expand over DetectionMethods.Malware (matching the sibling line chart) so each slice is a clean single method name instead of a bracketed JSON array.\r\nEmailEvents\r\n| where EmailDirection == \"Inbound\" and DetectionMethods has 'Malware' and DeliveryLocation == \"Quarantine\"\r\n| mv-expand Malware = parse_json(DetectionMethods).Malware to typeof(string)\r\n| where isnotempty(Malware)\r\n| summarize count() by Malware\r\n| sort by count_ desc\r\n| project ['Detection Technology']=Malware, ['Detections']=count_",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/60/content/items/9/content/query",
-          "sourceSha256": "f038b8c64ee2b6006197ae4f79bfbcaa804bded2a217d5a1cb1cbdb9fe7c3ea2",
-          "targetSha256": "f038b8c64ee2b6006197ae4f79bfbcaa804bded2a217d5a1cb1cbdb9fe7c3ea2"
-        },
-        {
-          "sourcePath": "/items/60/content/items/11/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "25b86347cd154b8e771535c9325c88198b601d431805ca0e7ed7ff6ab2c07f74"
-          },
-          "conversion": {
-            "sourceId": "/items/60/content/items/11/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the ammount of phish emails that are quarantined, summarized daily by the detection method\r\nlet gran = {Granularity};\r\nlet minTime = toscalar(EmailEvents | summarize min(Timestamp));\r\nlet maxTime = toscalar(EmailEvents | summarize max(Timestamp));\r\nlet agg = materialize(EmailEvents\r\n| where DetectionMethods has \"Phish\" and DeliveryLocation == \"Quarantine\"\r\n| mv-expand Details = parse_json(DetectionMethods).Phish to typeof(string)\r\n| where isnotempty(Details)\r\n| summarize Count = count() by Details, Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from bin(minTime, gran) to bin(maxTime, gran) step gran\r\n| extend d = 1 | join kind=inner (agg | distinct Details | extend d = 1) on d | project Timestamp, Details\r\n| join kind=leftouter (agg) on Timestamp, Details\r\n| project Timestamp, Details, Count = coalesce(Count, 0)\r\n| sort by Details asc, Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/60/content/items/11/content/query",
-          "sourceSha256": "25b86347cd154b8e771535c9325c88198b601d431805ca0e7ed7ff6ab2c07f74",
-          "targetSha256": "25b86347cd154b8e771535c9325c88198b601d431805ca0e7ed7ff6ab2c07f74"
-        },
-        {
-          "sourcePath": "/items/60/content/items/12/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "d60acc2675082cf943ddec5d9e20e15c2062248cd551c8496e15c7eace2fbe40"
-          },
-          "conversion": {
-            "sourceId": "/items/60/content/items/12/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the total ammount of phish emails that are quarantined, summarized by the detection method\r\n//(QA 2026-07-14) mv-expand over DetectionMethods.Phish (matching the sibling line chart) so each slice is a clean single method name instead of a bracketed JSON array.\r\nEmailEvents\r\n| where EmailDirection == \"Inbound\" and DetectionMethods has 'Phish' and DeliveryLocation == \"Quarantine\"\r\n| mv-expand Phish = parse_json(DetectionMethods).Phish to typeof(string)\r\n| where isnotempty(Phish)\r\n| summarize count() by Phish\r\n| sort by count_ desc\r\n| project ['Detection Technology']=Phish, ['Detections']=count_",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/60/content/items/12/content/query",
-          "sourceSha256": "d60acc2675082cf943ddec5d9e20e15c2062248cd551c8496e15c7eace2fbe40",
-          "targetSha256": "d60acc2675082cf943ddec5d9e20e15c2062248cd551c8496e15c7eace2fbe40"
-        },
-        {
-          "sourcePath": "/items/60/content/items/14/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "b16218774694e423515732434466775a515223c7db107d015853617ad6951203"
-          },
-          "conversion": {
-            "sourceId": "/items/60/content/items/14/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the ammount of spam emails that are quarantined, summarized daily by the detection method\r\nlet gran = {Granularity};\r\nlet baseQuery = EmailEvents\r\n| where DetectionMethods has \"Spam\" and DeliveryLocation == \"Quarantine\";\r\nlet agg = materialize(baseQuery\r\n| mv-expand Details = parse_json(DetectionMethods).Spam to typeof(string)\r\n| where isnotempty(Details)\r\n| summarize Count = count() by Details, Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from toscalar(agg | summarize min(Timestamp)) to toscalar(agg | summarize max(Timestamp)) step gran\r\n| extend d = 1 | join kind=inner (agg | distinct Details | extend d = 1) on d | project Timestamp, Details\r\n| join kind=leftouter (agg) on Timestamp, Details\r\n| project Timestamp, Details, Count = coalesce(Count, 0)\r\n| sort by Details asc, Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/60/content/items/14/content/query",
-          "sourceSha256": "b16218774694e423515732434466775a515223c7db107d015853617ad6951203",
-          "targetSha256": "b16218774694e423515732434466775a515223c7db107d015853617ad6951203"
-        },
-        {
-          "sourcePath": "/items/60/content/items/15/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "c48959232f63cbd06ace85302b75f0cb07dda479598e7c91e8d8b2cb01080ddc"
-          },
-          "conversion": {
-            "sourceId": "/items/60/content/items/15/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the total ammount of spam emails that are quarantined, summarized by the detection method\r\n//(QA 2026-07-14) mv-expand over DetectionMethods.Spam (matching the sibling line chart) so each slice is a clean single method name instead of a bracketed JSON array.\r\nEmailEvents\r\n| where EmailDirection == \"Inbound\" and DetectionMethods has 'Spam' and DeliveryLocation == \"Quarantine\"\r\n| mv-expand Spam = parse_json(DetectionMethods).Spam to typeof(string)\r\n| where isnotempty(Spam)\r\n| summarize count() by Spam\r\n| sort by count_ desc\r\n| project ['Detection Technology']=Spam, ['Detections']=count_",
-            "resolvedTables": [
-              "EmailEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/60/content/items/15/content/query",
-          "sourceSha256": "c48959232f63cbd06ace85302b75f0cb07dda479598e7c91e8d8b2cb01080ddc",
-          "targetSha256": "c48959232f63cbd06ace85302b75f0cb07dda479598e7c91e8d8b2cb01080ddc"
-        },
-        {
-          "sourcePath": "/items/62/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "b672a1c614ecc913ceba44e3d5b057d66e99529dfbf5d584fc6eaa6b4ebceb11"
-          },
-          "conversion": {
-            "sourceId": "/items/62/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "// Filter for incidents that have at least one Email Security alert\r\nlet gran = {Granularity};\r\nlet OfficeEmailAlerts = SecurityAlert\r\n    | where ProductName contains \"Office 365 Advanced Threat Protection\" or ProductName contains \"Microsoft 365 Defender\"\r\n    | project SystemAlertId;\r\nlet agg = materialize(SecurityIncident\r\n| summarize arg_max(TimeGenerated, *) by IncidentNumber\r\n| mv-expand AlertIds\r\n| where isnotempty(AlertIds) and not(Title startswith \"CC_\")\r\n| extend AlertId = tostring(AlertIds) \r\n| join kind=inner\r\n    (OfficeEmailAlerts | extend SystemAlertId = tostring(SystemAlertId))\r\n    on $left.AlertId == $right.SystemAlertId\r\n| summarize arg_max(TimeGenerated, *), AlertCount = dcount(AlertId) by IncidentNumber\r\n| summarize Incidents_Number = count() by TimeGenerated = bin(TimeGenerated, gran));\r\nrange TimeGenerated from toscalar(agg | summarize min(TimeGenerated)) to toscalar(agg | summarize max(TimeGenerated)) step gran\r\n| join kind=leftouter (agg) on TimeGenerated\r\n| project TimeGenerated, ['Email Security Incidents'] = coalesce(Incidents_Number, 0)\r\n| sort by TimeGenerated asc",
-            "resolvedTables": [
-              "SecurityAlert"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "SecurityAlert",
-                "ahTable": "SecurityAlert",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 32,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/62/content/items/2/content/query",
-          "sourceSha256": "b672a1c614ecc913ceba44e3d5b057d66e99529dfbf5d584fc6eaa6b4ebceb11",
-          "targetSha256": "b672a1c614ecc913ceba44e3d5b057d66e99529dfbf5d584fc6eaa6b4ebceb11"
-        },
-        {
-          "sourcePath": "/items/62/content/items/3/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "0510124e9e2e0050312b7e85075f4ede40a20cde14a6c7e228ff3c5ed7a8a7fa"
-          },
-          "conversion": {
-            "sourceId": "/items/62/content/items/3/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "// Categorize incidents: Email Security vs Other\r\nlet AllAlerts = SecurityAlert\r\n    | extend SystemAlertId = tostring(SystemAlertId)\r\n    | project SystemAlertId, ProductName;\r\nSecurityIncident\r\n| summarize arg_max(TimeGenerated, *) by IncidentNumber\r\n| mv-expand AlertIds\r\n| where isnotempty(AlertIds) and not(Title startswith \"CC_\")\r\n| extend AlertId = tostring(AlertIds)\r\n| join kind=inner\r\n    (AllAlerts)\r\n    on $left.AlertId == $right.SystemAlertId\r\n| summarize AlertSystems = make_set(ProductName) by IncidentNumber\r\n| extend HasEmailSecurity = \r\n    AlertSystems has \"Office 365 Advanced Threat Protection\" or \r\n    AlertSystems has \"Microsoft 365 Defender\"\r\n| extend Category = iff(HasEmailSecurity, \"Email Security\", \"Other\")\r\n| summarize IncidentCount = count() by Category\r\n",
-            "resolvedTables": [
-              "SecurityAlert"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "SecurityAlert",
-                "ahTable": "SecurityAlert",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 32,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/62/content/items/3/content/query",
-          "sourceSha256": "0510124e9e2e0050312b7e85075f4ede40a20cde14a6c7e228ff3c5ed7a8a7fa",
-          "targetSha256": "0510124e9e2e0050312b7e85075f4ede40a20cde14a6c7e228ff3c5ed7a8a7fa"
-        },
-        {
-          "sourcePath": "/items/62/content/items/5/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "c7c7df7094a339e5e22d115c7ee5595eadd1b0dc2f137af7a5581c6dfde09212"
-          },
-          "conversion": {
-            "sourceId": "/items/62/content/items/5/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "// SLA thresholds by severity for email-security (MDO) incidents\r\nlet SLA_Variables = datatable (Severity:string, TimeToResolve:int) [\r\n    \"High\", 60,\r\n    \"Medium\", 120,\r\n    \"Low\", 240,\r\n    \"Informational\", 480\r\n];\r\n\r\n// Identify MDO-related incidents via alert correlation\r\nlet EmailSecurityIncidents = \r\n    SecurityIncident\r\n    | mv-expand AlertIds\r\n    | where isnotempty(AlertIds)\r\n    | extend AlertId = tostring(AlertIds)\r\n    | join kind=inner (\r\n        SecurityAlert\r\n        | where ProductName in (\"Office 365 Advanced Threat Protection\", \"Microsoft 365 Defender\")\r\n        | extend AlertId = tostring(SystemAlertId)\r\n        | project AlertId\r\n    ) on AlertId\r\n    | distinct ProviderIncidentId;\r\n\r\n// Get latest incident state for each MDO-related incident\r\nlet LatestMdoIncidents =\r\n    SecurityIncident\r\n    | summarize arg_max(TimeGenerated, Classification, Status, Severity, CreatedTime, ClosedTime, Title) by ProviderIncidentId\r\n    | where ProviderIncidentId in (EmailSecurityIncidents)\r\n    | where not(Title startswith \"CC_\");  // Exclude non-email incidents as needed\r\n\r\nLatestMdoIncidents\r\n| where Status == \"Closed\"\r\n| extend TimeToResolveIncident = datetime_diff('minute', ClosedTime, CreatedTime)\r\n| join kind=inner SLA_Variables on Severity\r\n| summarize\r\n    ['Avg Time to Close (min)'] = avg(TimeToResolveIncident),\r\n    CountIncidents = count(), Breached = countif(TimeToResolveIncident > TimeToResolve)\r\n    by Day = bin(ClosedTime, 1d), Severity\r\n| order by Day asc, Severity asc",
-            "resolvedTables": [
-              "SecurityAlert"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "SecurityAlert",
-                "ahTable": "SecurityAlert",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 32,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/62/content/items/5/content/query",
-          "sourceSha256": "c7c7df7094a339e5e22d115c7ee5595eadd1b0dc2f137af7a5581c6dfde09212",
-          "targetSha256": "c7c7df7094a339e5e22d115c7ee5595eadd1b0dc2f137af7a5581c6dfde09212"
-        },
-        {
-          "sourcePath": "/items/62/content/items/6/content/items/3/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "493db12dce8505fe5fc8a428b0234b0edab5aa969ffed85eba0979392066de07"
-          },
-          "conversion": {
-            "sourceId": "/items/62/content/items/6/content/items/3/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "// Build a list of MDO-related incidents by cross-referencing SecurityAlert\r\nlet EmailSecurityIncidents = SecurityIncident\r\n    | mv-expand AlertIds\r\n    | where isnotempty(AlertIds)\r\n    | extend AlertId = tostring(AlertIds)\r\n    | join kind=inner (\r\n        SecurityAlert\r\n        | where ProductName in (\"Office 365 Advanced Threat Protection\", \"Microsoft 365 Defender\")\r\n        | extend AlertId = tostring(SystemAlertId)\r\n        | project AlertId\r\n    ) on AlertId\r\n    | distinct ProviderIncidentId;\r\n\r\n// Get only the most recent state of each incident, ensuring it's MDO-related\r\nlet LatestIncidents = SecurityIncident\r\n    | summarize arg_max(TimeGenerated, Classification, Status, Title) by ProviderIncidentId\r\n    | where ProviderIncidentId in (EmailSecurityIncidents)\r\n    | where not(Title startswith \"CC_\");  // Exclude incidents unrelated to MDO (e.g., DSPM)\r\n\r\nLatestIncidents\r\n| where Status == 'Closed'                                     // (Optional) Limit to closed/fully classified incidents\r\n| summarize Count = count() by Classification = iif(\r\n    isnull(Classification) or trim(\" \", Classification) == \"\",\r\n    \"Not Set\", \r\n    Classification\r\n  )\r\n| order by Count desc",
-            "resolvedTables": [
-              "SecurityAlert"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "SecurityAlert",
-                "ahTable": "SecurityAlert",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 32,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/62/content/items/6/content/items/3/content/query",
-          "sourceSha256": "493db12dce8505fe5fc8a428b0234b0edab5aa969ffed85eba0979392066de07",
-          "targetSha256": "493db12dce8505fe5fc8a428b0234b0edab5aa969ffed85eba0979392066de07"
-        },
-        {
-          "sourcePath": "/items/62/content/items/6/content/items/4/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "5223b5ffad53a8e07a06758ad06c08ee75ba11e8f5a50644108e80cb8123de41"
-          },
-          "conversion": {
-            "sourceId": "/items/62/content/items/6/content/items/4/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "// Identify MDO-related SecurityIncident IDs via alert correlation\r\nlet EmailSecurityIncidents = \r\n    SecurityIncident\r\n    | mv-expand AlertIds\r\n    | where isnotempty(AlertIds)\r\n    | extend AlertId = tostring(AlertIds)\r\n    | join kind=inner (\r\n        SecurityAlert\r\n        | where ProductName in (\"Office 365 Advanced Threat Protection\", \"Microsoft 365 Defender\")\r\n        | extend AlertId = tostring(SystemAlertId)\r\n        | project AlertId\r\n    ) on AlertId\r\n    | distinct ProviderIncidentId;\r\n\r\n// Get latest incident state for MDO-related incidents\r\nlet LatestMdoIncidents =\r\n    SecurityIncident\r\n    | summarize arg_max(TimeGenerated, Classification, Status, IncidentName) by ProviderIncidentId\r\n    | where ProviderIncidentId in (EmailSecurityIncidents)\r\n    // Exclude other non-email incidents (e.g., DSPM with specific naming pattern)\r\n    | where not(IncidentName startswith \"CC_\");\r\n\r\n// Compute true positive rate among closed MDO incidents\r\nLatestMdoIncidents\r\n| where Status == \"Closed\"\r\n| summarize\r\n    TruePositiveCount = countif(Classification == \"TruePositive\"),\r\n    TotalClosed       = count()\r\n| extend TruePositiveRate = iff(\r\n    TotalClosed > 0,\r\n    TruePositiveCount * 100.0 / TotalClosed,\r\n    real(null)\r\n)",
-            "resolvedTables": [
-              "SecurityAlert"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "SecurityAlert",
-                "ahTable": "SecurityAlert",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 32,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/62/content/items/6/content/items/4/content/query",
-          "sourceSha256": "5223b5ffad53a8e07a06758ad06c08ee75ba11e8f5a50644108e80cb8123de41",
-          "targetSha256": "5223b5ffad53a8e07a06758ad06c08ee75ba11e8f5a50644108e80cb8123de41"
-        },
-        {
-          "sourcePath": "/items/62/content/items/6/content/items/5/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "cbf34290f39ff95c283975a7fd08261058cd70b52ac8e2fd3aa333fb11ed8820"
-          },
-          "conversion": {
-            "sourceId": "/items/62/content/items/6/content/items/5/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This queries shows the last activity on the Incident and attempts to display auto resolved incidents vs manual interaction.\r\n//Add strings for your automations if you rely on any other application/system\r\n//Fewer human-closed incidents (and a higher automated closure rate) generally indicates greater SecOps efficiency, as automation is successfully handling more work.\r\n\r\n// Identify MDO-related incidents by joining SecurityIncident and SecurityAlert\r\nlet EmailSecurityIncidents = SecurityIncident\r\n    | mv-expand AlertIds\r\n    | where isnotempty(AlertIds)\r\n    | extend AlertId = tostring(AlertIds)\r\n    | join kind=inner (\r\n        SecurityAlert\r\n        | where ProductName in (\"Office 365 Advanced Threat Protection\", \"Microsoft 365 Defender\")\r\n        | extend AlertId = tostring(SystemAlertId)\r\n        | project AlertId\r\n    ) on AlertId\r\n    | distinct ProviderIncidentId;\r\n\r\n// Get latest status of each incident and count closed incidents by who closed them\r\nSecurityIncident\r\n| summarize arg_max(TimeGenerated, *) by ProviderIncidentId\r\n| where ProviderIncidentId in (EmailSecurityIncidents)\r\n| where Status == 'Closed'\r\n| where not(Title startswith \"CC_\")          // Exclude non-MDO incidents from DSPM policies\r\n| extend ClosedBy = iff(                       // Add strings for your automation systems\r\n        tolower(ModifiedBy) has_any (\"system\",\"azure\",\"automation\",\"playbook\",\"microsoft xdr\",\"microsoft defender xdr\",\"created from alert\"),\r\n        \"Automated\",\r\n        \"Human\"\r\n    )\r\n| summarize ClosedCount = count() by ClosedBy",
-            "resolvedTables": [
-              "SecurityAlert"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "SecurityAlert",
-                "ahTable": "SecurityAlert",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 32,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/62/content/items/6/content/items/5/content/query",
-          "sourceSha256": "cbf34290f39ff95c283975a7fd08261058cd70b52ac8e2fd3aa333fb11ed8820",
-          "targetSha256": "cbf34290f39ff95c283975a7fd08261058cd70b52ac8e2fd3aa333fb11ed8820"
-        },
-        {
-          "sourcePath": "/items/63/content/items/2/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "db26d96be276c8946212e0211434d4267fdf79ce1261ad7974477d966fb1c7f9"
-          },
-          "conversion": {
-            "sourceId": "/items/63/content/items/2/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query attempts to show AIR Efficiency Over Time by displaying the number of successes and failures over time\r\nEmailPostDeliveryEvents\r\n| where ActionType =~ \"Automated Remediation\"\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize Count = count() by bin(Timestamp, {Granularity}), ActionResult",
-            "resolvedTables": [
-              "EmailPostDeliveryEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailPostDeliveryEvents",
-                "ahTable": "EmailPostDeliveryEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 15,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/63/content/items/2/content/query",
-          "sourceSha256": "db26d96be276c8946212e0211434d4267fdf79ce1261ad7974477d966fb1c7f9",
-          "targetSha256": "db26d96be276c8946212e0211434d4267fdf79ce1261ad7974477d966fb1c7f9"
-        },
-        {
-          "sourcePath": "/items/63/content/items/4/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "ba98b4288543b6bc2c36341afad18fd44fddec3ef80da5315adaf5fb63391815"
-          },
-          "conversion": {
-            "sourceId": "/items/63/content/items/4/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "// SOC metric: Daily average/p75 delay (in minutes) from email delivery to AIR action\r\nlet deliveries = EmailEvents\r\n  | where DeliveryAction == \"Delivered\"// delivered emails\r\n  | extend MsgKey = strcat(NetworkMessageId, \"-\", RecipientEmailAddress)\r\n  | summarize FirstDelivery = min(Timestamp) by MsgKey, Threat = tostring(ThreatTypes);\r\nlet remediations = EmailPostDeliveryEvents\r\n  | where ActionType =~ \"Automated Remediation\"// automated remediation events\r\n  | extend MsgKey = strcat(NetworkMessageId, \"-\", RecipientEmailAddress)\r\n  | summarize FirstRemediation = min(Timestamp) by MsgKey;\r\ndeliveries\r\n| join kind=inner remediations on MsgKey\r\n| extend DelayMinutes = datetime_diff(\"minute\", FirstRemediation, FirstDelivery)\r\n| where DelayMinutes >= 0\r\n| summarize ['Avg (min)'] = avg(DelayMinutes),\r\n            ['P80 (min)'] = percentile(DelayMinutes, 80),\r\n            ['P90 (min)'] = percentile(DelayMinutes, 90),\r\n            ['P99 (min)'] = percentile(DelayMinutes, 99),\r\n            CountEmails = count()\r\n   by bin(FirstRemediation, 1d) ",
-            "resolvedTables": [
-              "EmailEvents",
-              "EmailPostDeliveryEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              },
-              {
-                "sentinelTable": "EmailPostDeliveryEvents",
-                "ahTable": "EmailPostDeliveryEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 15,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/63/content/items/4/content/query",
-          "sourceSha256": "ba98b4288543b6bc2c36341afad18fd44fddec3ef80da5315adaf5fb63391815",
-          "targetSha256": "ba98b4288543b6bc2c36341afad18fd44fddec3ef80da5315adaf5fb63391815"
-        },
-        {
-          "sourcePath": "/items/63/content/items/7/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "5014049df6a062e39d058ec8a8dd718242035db12af272e5181956a41da6fadd"
-          },
-          "conversion": {
-            "sourceId": "/items/63/content/items/7/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "// AIR investigation outcomes by day: ThreatDetected vs. Clean\r\n\r\n// Step 1: Deduplicate automated remediation events by message and recipient\r\nlet AutoRemediations = \r\n    EmailPostDeliveryEvents\r\n    | where ActionType == \"Automated Remediation\"\r\n    | summarize arg_max(Timestamp, ActionResult) by NetworkMessageId, RecipientEmailAddress\r\n    | project NetworkMessageId, RecipientEmailAddress, Timestamp;\r\n\r\n// Step 2: Derive threat verdicts using AlertEvidence\r\nlet EvidenceVerdicts =\r\n    AlertEvidence\r\n    | where EntityType in (\"MailMessage\", \"MailCluster\")\r\n    | extend extra = todynamic(AdditionalFields)\r\n    // If this is a mail cluster, use provided NetworkMessageIds array; otherwise wrap NetworkMessageId as a single-item array\r\n    | extend networkIds = iff(\r\n      isnull(extra.NetworkMessageIds) or array_length(extra.NetworkMessageIds) == 0,\r\n      pack_array(NetworkMessageId),          // create a single-element array using pack_array\r\n      extra.NetworkMessageIds                // use the array as-is if it exists\r\n    )\r\n    | mv-expand nmID = networkIds                // expand to individual message IDs\r\n    // Derive verdict from LastVerdict, ThreatAnalysisSummary, and ThreatIntelligence\r\n    | extend \r\n        lastVerdict = tolower(tostring(extra.LastVerdict)),\r\n        threatAIList = extra.ThreatAnalysisSummary,\r\n        threatInt   = extra.ThreatIntelligence\r\n    | extend verdictFromAnalysis = iff(array_length(threatAIList) > 0, tolower(tostring(threatAIList[0].Verdict)), \"\"),\r\n             verdictTI          = iff(array_length(threatInt) > 0, \"malicious\", \"\")   // any item in ThreatIntelligence indicates malicious\r\n    // Mark as threat-detected if verdict is malicious/suspicious or threat evidence is present\r\n    | extend ThreatDetectedFlag = \r\n        case(\r\n            lastVerdict in (\"malicious\",\"suspicious\") or verdictFromAnalysis in (\"malicious\",\"suspicious\")\r\n                or verdictTI == \"malicious\",\r\n            true,\r\n            false\r\n        )\r\n    // Weight mail clusters by MailCount; default to 1 for single messages\r\n    | extend MailCountInt = toint(extra.MailCount)\r\n    | extend Weight = iff(EntityType == \"MailCluster\", \r\n                        coalesce(MailCountInt, 1), // default to 1 if MailCount is missing\r\n                        1)\r\n    | summarize IsThreatDetected = any(ThreatDetectedFlag), \r\n                WeightSum       = sum(Weight) \r\n    by nmID = tostring(nmID);\r\n\r\n// Step 3: Join remediation events with verdicts and aggregate by day\r\nAutoRemediations\r\n| join kind=leftouter EvidenceVerdicts on $left.NetworkMessageId == $right.nmID\r\n| extend isThreat      = coalesce(IsThreatDetected, false), \r\n         effectiveWeight= coalesce(WeightSum, 1)\r\n| extend InvestigationOutcome = iif(isThreat, \"Threat Detected\", \"Clean\")\r\n| summarize PreventionCount = sum(effectiveWeight) by Day = bin(Timestamp, {Granularity}), InvestigationOutcome\r\n| order by Day asc, InvestigationOutcome asc",
-            "resolvedTables": [
-              "AlertEvidence",
-              "EmailPostDeliveryEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "AlertEvidence",
-                "ahTable": "AlertEvidence",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 40,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "EmailPostDeliveryEvents",
-                "ahTable": "EmailPostDeliveryEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 15,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/63/content/items/7/content/query",
-          "sourceSha256": "5014049df6a062e39d058ec8a8dd718242035db12af272e5181956a41da6fadd",
-          "targetSha256": "5014049df6a062e39d058ec8a8dd718242035db12af272e5181956a41da6fadd"
-        },
-        {
-          "sourcePath": "/items/63/content/items/8/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "0226dd4221a3b939b75d850f4478883a00977f3e7d87c446a924b2cfb3ceded0"
-          },
-          "conversion": {
-            "sourceId": "/items/63/content/items/8/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query shows if the action taken after an Automated Investigation required manual approval by and admin or was automatically taken\r\nEmailPostDeliveryEvents\r\n| extend Key = strcat(NetworkMessageId , '-', RecipientEmailAddress) \r\n| summarize arg_max(Timestamp, *) by Key\r\n| where ActionType == \"Automated Remediation\"\r\n| summarize count() by ActionTrigger",
-            "resolvedTables": [
-              "EmailPostDeliveryEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailPostDeliveryEvents",
-                "ahTable": "EmailPostDeliveryEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 15,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/63/content/items/8/content/query",
-          "sourceSha256": "0226dd4221a3b939b75d850f4478883a00977f3e7d87c446a924b2cfb3ceded0",
-          "targetSha256": "0226dd4221a3b939b75d850f4478883a00977f3e7d87c446a924b2cfb3ceded0"
-        },
-        {
-          "sourcePath": "/items/63/content/items/9/content/items/1/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "914013b498753b6c0292c45e127dae55a5c25f727e651e9cd6a17c5cd31f6f9c"
-          },
-          "conversion": {
-            "sourceId": "/items/63/content/items/9/content/items/1/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//This query visualises the daily ammount of emails that had an admin post delivery action, summarizing the data by action type\r\nlet gran = {Granularity};\r\nlet minTime = toscalar(EmailEvents | summarize min(Timestamp));\r\nlet maxTime = toscalar(EmailEvents | summarize max(Timestamp));\r\nlet agg = materialize(EmailPostDeliveryEvents\r\n| where ActionTrigger has \"AdminAction\"\r\n| summarize [\"Soft Delete\"]=countif(Action has 'Soft Delete'), [\"Hard Delete\"]=countif(Action has 'Hard Delete'), [\"Moved to junk folder\"]=countif(Action has 'Moved to junk folder'), [\"Moved to inbox\"]=countif(Action has 'Moved to inbox'), [\"Quarantine release\"]=countif(Action has 'Quarantine release') by Timestamp = bin(Timestamp, gran));\r\nrange Timestamp from bin(minTime, gran) to bin(maxTime, gran) step gran\r\n| join kind=leftouter (agg) on Timestamp\r\n| project Timestamp, [\"Soft Delete\"]=coalesce([\"Soft Delete\"],0), [\"Hard Delete\"]=coalesce([\"Hard Delete\"],0), [\"Moved to junk folder\"]=coalesce([\"Moved to junk folder\"],0), [\"Moved to inbox\"]=coalesce([\"Moved to inbox\"],0), [\"Quarantine release\"]=coalesce([\"Quarantine release\"],0)\r\n| sort by Timestamp asc",
-            "resolvedTables": [
-              "EmailEvents",
-              "EmailPostDeliveryEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              },
-              {
-                "sentinelTable": "EmailPostDeliveryEvents",
-                "ahTable": "EmailPostDeliveryEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 15,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/63/content/items/9/content/items/1/content/query",
-          "sourceSha256": "914013b498753b6c0292c45e127dae55a5c25f727e651e9cd6a17c5cd31f6f9c",
-          "targetSha256": "914013b498753b6c0292c45e127dae55a5c25f727e651e9cd6a17c5cd31f6f9c"
-        },
-        {
-          "sourcePath": "/items/64/content/items/1/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "aef89150f39c48e8af94fb3ed7258e8e02bf8d0af7ec1ad00cdecc1db1758fa7"
-          },
-          "conversion": {
-            "sourceId": "/items/64/content/items/1/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//Largest malicious inbound email campaigns clustered by EmailClusterId - one row per attack wave (messages, recipients, URL clicks, sender domains, threat mix, sample subjects).\r\n//URL Clicks = clicks by recipients on URLs within the campaign's messages (UrlClickEvents joined via NetworkMessageId).\r\nlet clicksByCluster = UrlClickEvents\r\n| join kind=inner (EmailEvents | where EmailClusterId > 0 | distinct NetworkMessageId, EmailClusterId) on NetworkMessageId\r\n| summarize UrlClicks = count() by EmailClusterId;\r\nlet qrClusters = EmailUrlInfo\r\n| where UrlLocation == \"QRCode\"\r\n| join kind=inner (EmailEvents | where EmailClusterId > 0 | distinct NetworkMessageId, EmailClusterId) on NetworkMessageId\r\n| summarize QrMessages = dcount(NetworkMessageId) by EmailClusterId;\r\nEmailEvents\r\n| where EmailDirection == \"Inbound\" and isnotempty(ThreatTypes) and EmailClusterId > 0\r\n| where OrgLevelPolicy !in (\"Phishing simulation\", \"SecOps Mailbox\")\r\n| extend Key = strcat(NetworkMessageId, \"-\", RecipientEmailAddress)\r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize Messages = count(),\r\n            Recipients = dcount(RecipientEmailAddress),\r\n            SenderDomains = dcount(SenderFromDomain),\r\n            SampleSenderDomains = make_set(SenderFromDomain, 5),\r\n            ThreatTypesRaw = make_set(ThreatTypes, 50),\r\n            SampleSubjects = make_set(Subject, 5),\r\n            FirstSeen = min(Timestamp),\r\n            LastSeen = max(Timestamp)\r\n        by EmailClusterId\r\n| join kind=leftouter (clicksByCluster) on EmailClusterId\r\n| extend UrlClicks = coalesce(UrlClicks, 0)\r\n| join kind=leftouter (qrClusters) on EmailClusterId\r\n| extend ['QR Code'] = iif(coalesce(QrMessages, 0) > 0, \"QR code\", \"\")\r\n| extend ThreatMix = array_sort_asc(set_union(split(strcat_array(ThreatTypesRaw, \", \"), \", \"), dynamic([])))\r\n| top 20 by Messages\r\n| project ['Email Cluster ID']=EmailClusterId, ['Messages']=Messages, ['Recipients']=Recipients, ['URL Clicks']=UrlClicks, ['Sender Domains']=SenderDomains, ['Sample Sender Domains']=SampleSenderDomains, ['Threat Mix']=ThreatMix, ['QR Code']=['QR Code'], ['Sample Subjects']=SampleSubjects, ['First Seen']=FirstSeen, ['Last Seen']=LastSeen",
-            "resolvedTables": [
-              "EmailEvents",
-              "EmailUrlInfo",
-              "UrlClickEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              },
-              {
-                "sentinelTable": "EmailUrlInfo",
-                "ahTable": "EmailUrlInfo",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 7,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "UrlClickEvents",
-                "ahTable": "UrlClickEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 16,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/64/content/items/1/content/query",
-          "sourceSha256": "aef89150f39c48e8af94fb3ed7258e8e02bf8d0af7ec1ad00cdecc1db1758fa7",
-          "targetSha256": "aef89150f39c48e8af94fb3ed7258e8e02bf8d0af7ec1ad00cdecc1db1758fa7"
-        },
-        {
-          "sourcePath": "/items/64/content/items/3/content/query",
-          "parameter": false,
-          "resolutionEvidence": {
-            "actor": "kingwil",
-            "reference": "Explicit approval of exact effectiveness query inputs and separate union-withsource scanner fix; prior individual approvals preserved",
-            "planSha256": "07f06af1c646edd8d08de65945f305fe68e2fc73f38f536fc6cdb80b0235d6cb",
-            "decision": "accept",
-            "querySha256": "0af7c322d60d2eaebbf2682473849eb391620da706669fd90fe8d98a4cd85070"
-          },
-          "conversion": {
-            "sourceId": "/items/64/content/items/3/content/query",
-            "artifactType": "workbook",
-            "status": "converted",
-            "convertedKql": "//Malicious inbound campaigns ranked by recipient URL clicks - the attack waves that reached a mailbox and drew engagement, regardless of message volume.\r\n//URL Clicks = clicks by recipients on URLs within the campaign's messages (UrlClickEvents joined via NetworkMessageId).\r\nlet clicksByCluster = UrlClickEvents\r\n| join kind=inner (EmailEvents | where EmailClusterId > 0 | distinct NetworkMessageId, EmailClusterId) on NetworkMessageId\r\n| summarize UrlClicks = count() by EmailClusterId;\r\nlet qrClusters = EmailUrlInfo\r\n| where UrlLocation == \"QRCode\"\r\n| join kind=inner (EmailEvents | where EmailClusterId > 0 | distinct NetworkMessageId, EmailClusterId) on NetworkMessageId\r\n| summarize QrMessages = dcount(NetworkMessageId) by EmailClusterId;\r\nEmailEvents\r\n| where EmailDirection == \"Inbound\" and isnotempty(ThreatTypes) and EmailClusterId > 0\r\n| where OrgLevelPolicy !in (\"Phishing simulation\", \"SecOps Mailbox\")\r\n| extend Key = strcat(NetworkMessageId, \"-\", RecipientEmailAddress)\r\n| summarize arg_max(Timestamp, *) by Key\r\n| summarize Messages = count(),\r\n            Recipients = dcount(RecipientEmailAddress),\r\n            SenderDomains = dcount(SenderFromDomain),\r\n            SampleSenderDomains = make_set(SenderFromDomain, 5),\r\n            ThreatTypesRaw = make_set(ThreatTypes, 50),\r\n            SampleSubjects = make_set(Subject, 5),\r\n            FirstSeen = min(Timestamp),\r\n            LastSeen = max(Timestamp)\r\n        by EmailClusterId\r\n| join kind=inner (clicksByCluster) on EmailClusterId\r\n| where UrlClicks > 0\r\n| join kind=leftouter (qrClusters) on EmailClusterId\r\n| extend ['QR Code'] = iif(coalesce(QrMessages, 0) > 0, \"QR code\", \"\")\r\n| extend ThreatMix = array_sort_asc(set_union(split(strcat_array(ThreatTypesRaw, \", \"), \", \"), dynamic([])))\r\n| top 20 by UrlClicks\r\n| project ['Email Cluster ID']=EmailClusterId, ['URL Clicks']=UrlClicks, ['Messages']=Messages, ['Recipients']=Recipients, ['Sender Domains']=SenderDomains, ['Sample Sender Domains']=SampleSenderDomains, ['Threat Mix']=ThreatMix, ['QR Code']=['QR Code'], ['Sample Subjects']=SampleSubjects, ['First Seen']=FirstSeen, ['Last Seen']=LastSeen",
-            "resolvedTables": [
-              "EmailEvents",
-              "EmailUrlInfo",
-              "UrlClickEvents"
-            ],
-            "mappingTier": "1to1",
-            "renamedTables": {},
-            "renamedAsimTables": {},
-            "diff": [],
-            "schemaMap": [
-              {
-                "sentinelTable": "EmailEvents",
-                "ahTable": "EmailEvents",
-                "identical": false,
-                "verdict": "Hard",
-                "score": 0.98,
-                "columns": [
-                  {
-                    "sentinel": "AdditionalFields",
-                    "ah": "AdditionalFields",
-                    "laType": "dynamic",
-                    "ahType": "string",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "AttachmentCount",
-                    "ah": "AttachmentCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "AuthenticationDetails",
-                    "ah": "AuthenticationDetails",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "BulkComplaintLevel",
-                    "ah": "BulkComplaintLevel",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Cc",
-                    "ah": "Cc",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ConfidenceLevel",
-                    "ah": "ConfidenceLevel",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Connectors",
-                    "ah": "Connectors",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Context",
-                    "ah": "Context",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryAction",
-                    "ah": "DeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DeliveryLocation",
-                    "ah": "DeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DetectionMethods",
-                    "ah": "DetectionMethods",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "DistributionList",
-                    "ah": "DistributionList",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailAction",
-                    "ah": "EmailAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicy",
-                    "ah": "EmailActionPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailActionPolicyGuid",
-                    "ah": "EmailActionPolicyGuid",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailClusterId",
-                    "ah": "EmailClusterId",
-                    "laType": "long",
-                    "ahType": "long",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailDirection",
-                    "ah": "EmailDirection",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailLanguage",
-                    "ah": "EmailLanguage",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "EmailSize",
-                    "ah": "EmailSize",
-                    "laType": "int",
-                    "ahType": "long",
-                    "relation": "compatible"
-                  },
-                  {
-                    "sentinel": "ExchangeTransportRule",
-                    "ah": "ExchangeTransportRule",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ForwardingInformation",
-                    "ah": "ForwardingInformation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "InternetMessageId",
-                    "ah": "InternetMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "IsFirstContact",
-                    "ah": "IsFirstContact",
-                    "laType": "bool",
-                    "ahType": "bool",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LastEventExecutionTime",
-                    "laType": "datetime",
-                    "ah": null,
-                    "ahType": null,
-                    "relation": "missing",
-                    "suggestion": null,
-                    "suggestionSource": null,
-                    "note": "no direct AH equivalent; flag for review"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryAction",
-                    "ah": "LatestDeliveryAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "LatestDeliveryLocation",
-                    "ah": "LatestDeliveryLocation",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "NetworkMessageId",
-                    "ah": "NetworkMessageId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelAction",
-                    "ah": "OrgLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "OrgLevelPolicy",
-                    "ah": "OrgLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientDomain",
-                    "ah": "RecipientDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientEmailAddress",
-                    "ah": "RecipientEmailAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "RecipientObjectId",
-                    "ah": "RecipientObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ReportId",
-                    "ah": "ReportId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderDisplayName",
-                    "ah": "SenderDisplayName",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromAddress",
-                    "ah": "SenderFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderFromDomain",
-                    "ah": "SenderFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv4",
-                    "ah": "SenderIPv4",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderIPv6",
-                    "ah": "SenderIPv6",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromAddress",
-                    "ah": "SenderMailFromAddress",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderMailFromDomain",
-                    "ah": "SenderMailFromDomain",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "SenderObjectId",
-                    "ah": "SenderObjectId",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Subject",
-                    "ah": "Subject",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatClassification",
-                    "ah": "ThreatClassification",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatNames",
-                    "ah": "ThreatNames",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "ThreatTypes",
-                    "ah": "ThreatTypes",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "TimeGenerated",
-                    "ah": "TimeGenerated",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "Timestamp",
-                    "ah": "Timestamp",
-                    "laType": "datetime",
-                    "ahType": "datetime",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "To",
-                    "ah": "To",
-                    "laType": "dynamic",
-                    "ahType": "dynamic",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UrlCount",
-                    "ah": "UrlCount",
-                    "laType": "int",
-                    "ahType": "int",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelAction",
-                    "ah": "UserLevelAction",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  },
-                  {
-                    "sentinel": "UserLevelPolicy",
-                    "ah": "UserLevelPolicy",
-                    "laType": "string",
-                    "ahType": "string",
-                    "relation": "exact"
-                  }
-                ],
-                "extraInAh": []
-              },
-              {
-                "sentinelTable": "EmailUrlInfo",
-                "ahTable": "EmailUrlInfo",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 7,
-                "note": "schema identical; no column changes"
-              },
-              {
-                "sentinelTable": "UrlClickEvents",
-                "ahTable": "UrlClickEvents",
-                "identical": true,
-                "verdict": "Easy",
-                "score": 1.0,
-                "columnCount": 16,
-                "note": "schema identical; no column changes"
-              }
-            ],
-            "recommendations": [],
-            "confidence": 0.7,
-            "unsupported": [],
-            "validation": null,
-            "blockedReason": null
-          },
-          "status": "converted",
-          "outputPath": "/items/64/content/items/3/content/query",
-          "sourceSha256": "0af7c322d60d2eaebbf2682473849eb391620da706669fd90fe8d98a4cd85070",
-          "targetSha256": "0af7c322d60d2eaebbf2682473849eb391620da706669fd90fe8d98a4cd85070"
-        }
-      ]
-    },
+    "format": "public-workbook-v1",
+    "origin": "sentinel-migration",
     "requiredWorkloads": [
       {
         "workload": "mdo",
@@ -77550,7 +14295,8 @@
       {
         "workload": "sentinel",
         "dataTypes": [
-          "SecurityAlert"
+          "SecurityAlert",
+          "SecurityIncident"
         ]
       }
     ],
@@ -77558,2389 +14304,11 @@
       {
         "connectorId": "MicrosoftThreatProtection",
         "dataTypes": [
-          "SecurityAlert"
+          "SecurityAlert",
+          "SecurityIncident"
         ]
       }
     ],
-    "dependencyReviewRequired": false,
-    "authoredReview": {
-      "schemaVersion": "1.0.0",
-      "baseline": {
-        "reference": "baseline-MicrosoftDefenderForOffice365detectionsandinsights.json",
-        "sha256": "69736fbee641be2c952876d934d9d5ab58bda385361c571acd9e2b5dc4728a5f",
-        "canonicalDocumentSha256": "937e73f5b4a78ece21c1aa87dd7cb13634e47bb1494e3bc33e343cc6eb7b7f06"
-      },
-      "baselineMetadata": {
-        "contentId": "e39952df-ba60-50cf-80f6-76f7a2ebf57c",
-        "instanceId": "8f47d55b-34a6-5d13-a89f-315b1a2a4f53",
-        "version": "3.2.1",
-        "schemaVersion": "1.0.0",
-        "displayName": "MicrosoftDefenderForOffice365detectionsandinsights"
-      },
-      "reversePayloadChanges": [
-        {
-          "path": [
-            "items",
-            0,
-            "content",
-            "json"
-          ],
-          "op": "replace",
-          "value": "\n<table style=\"width:100%; border-collapse:collapse; border:none;\">\n  <tr style=\"border:none;\">\n    <td style=\"text-align:left; border:none; font-size:28px; font-weight:bold;width:1%;\">\n      Microsoft Defender for Office 365 Detections and Insights\n    </td>\n    <td style=\"text-align:right; border:none;width:1%;\">\n      <img height=\"40\" src=\"https://img-prod-cms-rt-microsoft-com.akamaized.net/cms/api/am/imageFileData/RE1Mu3b\">\n\t</td>\n  </tr>\n</table>\n<table>\n<tr>\n<td style=\"text-align:left; border:none; font-size:16px; width:10%;\">This workbook template provides an example of how to visualise and gain insights into Microsoft Defender for Office 365.<br>It allows you to visualise Microsoft Defender for Office 365 (MDO) data based on your organisation needs.<br> The workbook uses data from hunting tables streamed from <a href=\"https://learn.microsoft.com/en-us/defender-xdr/advanced-hunting-schema-tables\">Microsoft Defender XDR</a> via the Microsoft Sentinel Connector. Keep the data in the <a href=\"https://learn.microsoft.com/en-us/azure/sentinel/configure-data-retention\">Log Analytics workspace</a> for as long as necessary to get insights over an extended period, based on your organisation's needs.</td>\n</tr>\n</table>\n\n> \n**Please note:** *The workbook has a total of 14 tabs. If not all tabs are visible, you can access the remaining tabs using the \"...\" located at the end of the tab list on the right side.*\n> \n\n---\n\n\n\n> **Multi-tenant / multi-workspace:** select one or more workspaces in the **Workspace** filter to view data across them in a single view. For cross-tenant (MSSP) scenarios, onboard customer tenants with **Azure Lighthouse** (their workspaces then appear in the selectors) or use **Microsoft Defender multi-tenant management** in the Defender portal. For performance, keep to ~5–10 workspaces per view."
-        },
-        {
-          "path": [
-            "items",
-            39,
-            "content",
-            "items",
-            2,
-            "content",
-            "query"
-          ],
-          "op": "replace",
-          "value": "//This query lists the 10 most recent Microsoft Teams messages detected as phishing by Microsoft Defender for Office 365, de-duplicated to the latest record per message. TeamsMessageId is included so analysts can pivot to Advanced Hunting.\r\nMessageEvents\r\n| where ThreatTypes has \"Phish\"\r\n| summarize arg_max(Timestamp, *) by TeamsMessageId\r\n| top 10 by Timestamp desc\r\n| project ['Time']=Timestamp, ['Sender']=SenderEmailAddress, ['Threat Types']=ThreatTypes, ['Delivery Action']=DeliveryAction, ['Safety Tip']=SafetyTip, ['Team / Group']=GroupName, ['External Thread']=IsExternalThread, ['Subject']=MessageSubject, TeamsMessageId"
-        },
-        {
-          "path": [
-            "items",
-            39,
-            "content",
-            "items",
-            4,
-            "content",
-            "query"
-          ],
-          "op": "replace",
-          "value": "//This query lists the 10 most recent Microsoft Teams messages detected as malware by Microsoft Defender for Office 365, de-duplicated to the latest record per message. TeamsMessageId is included so analysts can pivot to Advanced Hunting.\r\nMessageEvents\r\n| where ThreatTypes has \"Malware\"\r\n| summarize arg_max(Timestamp, *) by TeamsMessageId\r\n| top 10 by Timestamp desc\r\n| project ['Time']=Timestamp, ['Sender']=SenderEmailAddress, ['Threat Types']=ThreatTypes, ['Delivery Action']=DeliveryAction, ['Safety Tip']=SafetyTip, ['Team / Group']=GroupName, ['External Thread']=IsExternalThread, ['Subject']=MessageSubject, TeamsMessageId"
-        },
-        {
-          "path": [
-            "items",
-            62,
-            "content",
-            "items",
-            6,
-            "content",
-            "items",
-            4,
-            "content",
-            "query"
-          ],
-          "op": "replace",
-          "value": "// Identify MDO-related SecurityIncident IDs via alert correlation\r\nlet EmailSecurityIncidents = \r\n    SecurityIncident\r\n    | mv-expand AlertIds\r\n    | where isnotempty(AlertIds)\r\n    | extend AlertId = tostring(AlertIds)\r\n    | join kind=inner (\r\n        SecurityAlert\r\n        | where ProductName in (\"Office 365 Advanced Threat Protection\", \"Microsoft 365 Defender\")\r\n        | extend AlertId = tostring(SystemAlertId)\r\n        | project AlertId\r\n    ) on AlertId\r\n    | distinct ProviderIncidentId;\r\n\r\n// Get latest incident state for MDO-related incidents\r\nlet LatestMdoIncidents =\r\n    SecurityIncident\r\n    | summarize arg_max(TimeGenerated, Classification, Status, IncidentName) by ProviderIncidentId\r\n    | where ProviderIncidentId in (EmailSecurityIncidents)\r\n    // Exclude other non-email incidents (e.g., DSPM with specific naming pattern)\r\n    | where not(IncidentName startswith \"CC_\");\r\n\r\n// Compute true positive rate among closed MDO incidents\r\nLatestMdoIncidents\r\n| where Status == \"Closed\"\r\n| summarize\r\n    TruePositiveCount = countif(Classification == \"TruePositive\"),\r\n    TotalClosed       = count()\r\n| extend TruePositiveRate = iff(\r\n    TotalClosed > 0,\r\n    TruePositiveCount * 100.0 / TotalClosed,\r\n    real(null)\r\n)"
-        },
-        {
-          "path": [
-            "items",
-            62,
-            "content",
-            "items",
-            6,
-            "content",
-            "items",
-            5,
-            "content",
-            "timeContextFromParameter"
-          ],
-          "op": "remove"
-        },
-        {
-          "path": [
-            "items",
-            63,
-            "content",
-            "items",
-            8,
-            "content",
-            "timeContextFromParameter"
-          ],
-          "op": "remove"
-        }
-      ],
-      "canonicalPayloadSha256": "27ae970c51877915166a587a9ec3222a2d05b061ebfe3ccc177513a30e13b71b",
-      "canonicalDocumentSha256": "325ff708b6762a20b5ac5696018a09a96e5a707885ffc24248f81beb11bace63",
-      "queries": [
-        {
-          "path": "/items/3/content/items/0/content/items/1/content/items/0/content/query",
-          "querySha256": "5747115a77dbcf964a42a96f3c7e0dcb3c951fcba765c6c39eb83b68b46fd144",
-          "tables": [
-            "CloudAppEvents",
-            "EmailEvents",
-            "EmailPostDeliveryEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/3/content/items/0/content/items/1/content/items/1/content/query",
-          "querySha256": "b9a2ddf63c5404a5073a9d0a9707bd5adfe06254d526136d9c94310279a51965",
-          "tables": [
-            "EmailEvents",
-            "EmailPostDeliveryEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/3/content/items/0/content/items/2/content/items/1/content/query",
-          "querySha256": "21e6d6c3e7e489c5001e4b39a81275956d155e2d380328eb2f4ae61e973db708",
-          "tables": [
-            "CloudAppEvents",
-            "EmailEvents",
-            "EmailPostDeliveryEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/3/content/items/0/content/items/3/content/items/1/content/query",
-          "querySha256": "85ed7ec77cc8bf2b0ea05d753a5eb3285800b15fae28dac80145460883f101c7",
-          "tables": [
-            "EmailEvents",
-            "EmailPostDeliveryEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/3/content/items/1/content/items/2/content/query",
-          "querySha256": "54c5da330fa9d7f225441bf1d9d0a714ca10e676ddc26acfa7c972e1037bbf69",
-          "tables": [
-            "CloudAppEvents",
-            "EmailEvents",
-            "EmailPostDeliveryEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/3/content/items/1/content/items/3/content/items/0/content/items/0/content/query",
-          "querySha256": "5ea9001623bf807401855ab2dc1227cc2028df25607fe48dd189eed3403c66cc",
-          "tables": [
-            "EmailEvents"
-          ],
-          "builtinAsimParsers": [],
-          "workspaceFunctions": []
-        },
-        {
-          "path": "/items/3/content/items/1/content/items/3/content/items/1/content/items/0/content/query",
-          "querySha256": "11024d9cb81b049a21e345bc5524f772f9154ffa2308755d5e91d7640e03a000",
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-          "decision": "accept",
-          "evidence": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved"
-        }
-      ],
-      "actor": "kingwil",
-      "reference": "User-requested workbook corrections in changelog.md and accepted visual inspection 2026-10-15; historical migration receipts preserved",
-      "decision": "accept",
-      "reviewSha256": "7422c19910b5c820ac46befd7a1f200865775a970cff120e8cd2044eb0101299"
-    }
+    "requiredWorkspaceFunctions": []
   }
 }

From a9ee3fdc010e3cbaddf2a8f9f155b3162c7c9369 Mon Sep 17 00:00:00 2001
From: kingwil <5839248+kingwil@users.noreply.github.com>
Date: Fri, 16 Oct 2026 11:48:14 +0100
Subject: [PATCH 3/3] Use catalog display names for Defender XDR workbooks

Keep queries, managed IDs and candidate versions unchanged. Regenerate the V3.1 package with readable portal names.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
---
 .../Microsoft Defender XDR/Package/3.2.2.zip  | Bin 555023 -> 554988 bytes
 .../Package/mainTemplate.json                 | 244 +++++++++---------
 .../MicrosoftDefenderForEndPoint.json         |   2 +-
 .../MicrosoftDefenderForIdentity.json         |   2 +-
 ...nderForOffice365detectionsandinsights.json |   2 +-
 5 files changed, 125 insertions(+), 125 deletions(-)

diff --git a/Solutions/Microsoft Defender XDR/Package/3.2.2.zip b/Solutions/Microsoft Defender XDR/Package/3.2.2.zip
index 709ab5d8e71c9e92bd93823be0c11a0c8af9fe7e..237a30f7cf22d09076677c041da4d74c0ade93e0 100644
GIT binary patch
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diff --git a/Solutions/Microsoft Defender XDR/Package/mainTemplate.json b/Solutions/Microsoft Defender XDR/Package/mainTemplate.json
index 9562f6fa5aa..994823afdd2 100644
--- a/Solutions/Microsoft Defender XDR/Package/mainTemplate.json	
+++ b/Solutions/Microsoft Defender XDR/Package/mainTemplate.json	
@@ -2883,86 +2883,86 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "AlertEvidence",
                       "EmailEvents",
                       "IdentityInfo",
                       "DeviceEvents",
                       "DeviceNetworkEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   },
                   {
-                    "connectorId": "Zscaler",
                     "dataTypes": [
                       "CommonSecurityLog"
-                    ]
+                    ],
+                    "connectorId": "Zscaler"
                   },
                   {
-                    "connectorId": "Fortinet",
                     "dataTypes": [
                       "CommonSecurityLog"
-                    ]
+                    ],
+                    "connectorId": "Fortinet"
                   },
                   {
-                    "connectorId": "CheckPoint",
                     "dataTypes": [
                       "CommonSecurityLog"
-                    ]
+                    ],
+                    "connectorId": "CheckPoint"
                   },
                   {
-                    "connectorId": "PaloAltoNetworks",
                     "dataTypes": [
                       "CommonSecurityLog"
-                    ]
+                    ],
+                    "connectorId": "PaloAltoNetworks"
                   },
                   {
-                    "connectorId": "AWSS3",
                     "datatypes": [
                       "AWSVPCFlow"
-                    ]
+                    ],
+                    "connectorId": "AWSS3"
                   },
                   {
-                    "connectorId": "WindowsForwardedEvents",
                     "dataTypes": [
                       "WindowsEvent"
-                    ]
+                    ],
+                    "connectorId": "WindowsForwardedEvents"
                   },
                   {
-                    "connectorId": "SecurityEvents",
                     "dataTypes": [
                       "SecurityEvent"
-                    ]
+                    ],
+                    "connectorId": "SecurityEvents"
                   },
                   {
-                    "connectorId": "WindowsSecurityEvents",
                     "dataTypes": [
                       "SecurityEvent"
-                    ]
+                    ],
+                    "connectorId": "WindowsSecurityEvents"
                   },
                   {
-                    "connectorId": "MicrosoftSysmonForLinux",
                     "dataTypes": [
                       "Syslog"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftSysmonForLinux"
                   },
                   {
-                    "connectorId": "AzureNSG",
                     "dataTypes": [
                       "AzureDiagnostics"
-                    ]
+                    ],
+                    "connectorId": "AzureNSG"
                   },
                   {
-                    "connectorId": "AzureMonitor(VMInsights)",
                     "dataTypes": [
                       "VMConnection"
-                    ]
+                    ],
+                    "connectorId": "AzureMonitor(VMInsights)"
                   },
                   {
-                    "connectorId": "AIVectraStream",
                     "dataTypes": [
                       "VectraStream_CL"
-                    ]
+                    ],
+                    "connectorId": "AIVectraStream"
                   }
                 ],
                 "tactics": [
@@ -3126,11 +3126,11 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceImageLoadEvents",
                       "DeviceEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -3257,11 +3257,11 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents",
                       "DeviceFileEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -3384,10 +3384,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -3531,10 +3531,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceNetworkEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -3696,10 +3696,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceFileEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -3843,10 +3843,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "SecurityAlert"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -3956,10 +3956,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "SecurityAlert"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -4078,10 +4078,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "SecurityAlert"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -4200,13 +4200,13 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents",
                       "DeviceNetworkEvents",
                       "DeviceEvents",
                       "DeviceTvmSoftwareVulnerabilities"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -4291,19 +4291,19 @@
                   "aggregationKind": "SingleAlert"
                 },
                 "alertDetailsOverride": {
-                  "alertDynamicProperties": [],
-                  "alertDisplayNameFormat": "Possible exploitation of CVE-2023-4863"
+                  "alertDisplayNameFormat": "Possible exploitation of CVE-2023-4863",
+                  "alertDynamicProperties": []
                 },
                 "incidentConfiguration": {
                   "createIncident": false,
                   "groupingConfiguration": {
-                    "enabled": false,
                     "reopenClosedIncident": false,
+                    "matchingMethod": "Selected",
+                    "enabled": false,
+                    "lookbackDuration": "PT5H",
                     "groupByEntities": [
                       "Account"
-                    ],
-                    "lookbackDuration": "PT5H",
-                    "matchingMethod": "Selected"
+                    ]
                   }
                 }
               }
@@ -4388,10 +4388,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -4613,10 +4613,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -4726,10 +4726,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -4839,10 +4839,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -4952,10 +4952,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -5065,10 +5065,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -5180,10 +5180,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -5293,11 +5293,11 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents",
                       "DeviceNetworkEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -5439,11 +5439,11 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents",
                       "DeviceNetworkEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -5585,10 +5585,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -5703,10 +5703,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -5833,10 +5833,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -5963,10 +5963,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "IdentityLogonEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -6096,11 +6096,11 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceEvents",
                       "DeviceFileEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -6236,10 +6236,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceRegistryEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -6362,17 +6362,17 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "CloudAppEvents",
                       "AADSignInEventsBeta"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   },
                   {
-                    "connectorId": "AzureActiveDirectory",
                     "dataTypes": [
                       "SigninLogs"
-                    ]
+                    ],
+                    "connectorId": "AzureActiveDirectory"
                   }
                 ],
                 "tactics": [
@@ -6499,10 +6499,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceFileEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -6612,11 +6612,11 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceLogonEvents",
                       "DeviceEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -6743,10 +6743,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -6869,11 +6869,11 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "IdentityInfo",
                       "DeviceEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -7000,13 +7000,13 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents",
                       "DeviceNetworkEvents",
                       "DeviceFileEvents",
                       "DeviceImageLoadEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -7133,10 +7133,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -7276,10 +7276,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -7389,10 +7389,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -7515,10 +7515,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -7628,10 +7628,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -7741,12 +7741,12 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "AlertInfo",
                       "AlertEvidence",
                       "DeviceLogonEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -7888,10 +7888,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -8005,10 +8005,10 @@
                 "status": "Available",
                 "requiredDataConnectors": [
                   {
-                    "connectorId": "MicrosoftThreatProtection",
                     "dataTypes": [
                       "DeviceProcessEvents"
-                    ]
+                    ],
+                    "connectorId": "MicrosoftThreatProtection"
                   }
                 ],
                 "tactics": [
@@ -43686,7 +43686,7 @@
               "type": "Microsoft.Security/workbooks@2026-06-01-preview",
               "properties": {
                 "id": "4fffade5-9b6b-51af-a33d-97641e240595",
-                "name": "MicrosoftDefenderForEndPoint",
+                "name": "Microsoft Defender For EndPoint",
                 "content": {
                   "version": "Notebook/1.0",
                   "items": [
@@ -44280,7 +44280,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Defender Workbook: MicrosoftDefenderForEndPoint",
+        "description": "Defender Workbook: Microsoft Defender For EndPoint",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "languageVersion": "2.0",
@@ -44297,7 +44297,7 @@
               "type": "Microsoft.Security/workbooks@2026-06-01-preview",
               "properties": {
                 "id": "4fffade5-9b6b-51af-a33d-97641e240595",
-                "name": "MicrosoftDefenderForEndPoint",
+                "name": "Microsoft Defender For EndPoint",
                 "content": {
                   "version": "Notebook/1.0",
                   "items": [
@@ -44885,7 +44885,7 @@
         "contentSchemaVersion": "3.0.0",
         "contentId": "05a7425a-fcda-5e24-823d-f8c9dd7a6215",
         "contentKind": "DefenderWorkbook",
-        "displayName": "MicrosoftDefenderForEndPoint",
+        "displayName": "Microsoft Defender For EndPoint",
         "contentProductId": "[concat(take(variables('_solutionId'),50),'-','dwb','-', uniqueString(concat(variables('_solutionId'),'-','DefenderWorkbook','-','05a7425a-fcda-5e24-823d-f8c9dd7a6215','-','3.2.2')))]",
         "id": "[concat(take(variables('_solutionId'),50),'-','dwb','-', uniqueString(concat(variables('_solutionId'),'-','DefenderWorkbook','-','05a7425a-fcda-5e24-823d-f8c9dd7a6215','-','3.2.2')))]",
         "version": "3.2.2",
@@ -44945,7 +44945,7 @@
               "type": "Microsoft.Security/workbooks@2026-06-01-preview",
               "properties": {
                 "id": "baa399d3-2174-5938-b0b8-b91aed73090a",
-                "name": "MicrosoftDefenderForIdentity",
+                "name": "Microsoft Defender For Identity",
                 "content": {
                   "version": "Notebook/1.0",
                   "items": [
@@ -45845,7 +45845,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Defender Workbook: MicrosoftDefenderForIdentity",
+        "description": "Defender Workbook: Microsoft Defender For Identity",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "languageVersion": "2.0",
@@ -45862,7 +45862,7 @@
               "type": "Microsoft.Security/workbooks@2026-06-01-preview",
               "properties": {
                 "id": "baa399d3-2174-5938-b0b8-b91aed73090a",
-                "name": "MicrosoftDefenderForIdentity",
+                "name": "Microsoft Defender For Identity",
                 "content": {
                   "version": "Notebook/1.0",
                   "items": [
@@ -46756,7 +46756,7 @@
         "contentSchemaVersion": "3.0.0",
         "contentId": "200c5dd2-9786-5619-8425-4508a238d76a",
         "contentKind": "DefenderWorkbook",
-        "displayName": "MicrosoftDefenderForIdentity",
+        "displayName": "Microsoft Defender For Identity",
         "contentProductId": "[concat(take(variables('_solutionId'),50),'-','dwb','-', uniqueString(concat(variables('_solutionId'),'-','DefenderWorkbook','-','200c5dd2-9786-5619-8425-4508a238d76a','-','3.2.2')))]",
         "id": "[concat(take(variables('_solutionId'),50),'-','dwb','-', uniqueString(concat(variables('_solutionId'),'-','DefenderWorkbook','-','200c5dd2-9786-5619-8425-4508a238d76a','-','3.2.2')))]",
         "version": "3.2.2",
@@ -46822,7 +46822,7 @@
               "type": "Microsoft.Security/workbooks@2026-06-01-preview",
               "properties": {
                 "id": "8f47d55b-34a6-5d13-a89f-315b1a2a4f53",
-                "name": "MicrosoftDefenderForOffice365detectionsandinsights",
+                "name": "Microsoft Defender for Office 365 Detections and Insights",
                 "content": {
                   "version": "Notebook/1.0",
                   "items": [
@@ -61105,7 +61105,7 @@
         "[extensionResourceId(resourceId('Microsoft.OperationalInsights/workspaces', parameters('workspace')), 'Microsoft.SecurityInsights/contentPackages', variables('_solutionId'))]"
       ],
       "properties": {
-        "description": "Defender Workbook: MicrosoftDefenderForOffice365detectionsandinsights",
+        "description": "Defender Workbook: Microsoft Defender for Office 365 Detections and Insights",
         "mainTemplate": {
           "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
           "languageVersion": "2.0",
@@ -61122,7 +61122,7 @@
               "type": "Microsoft.Security/workbooks@2026-06-01-preview",
               "properties": {
                 "id": "8f47d55b-34a6-5d13-a89f-315b1a2a4f53",
-                "name": "MicrosoftDefenderForOffice365detectionsandinsights",
+                "name": "Microsoft Defender for Office 365 Detections and Insights",
                 "content": {
                   "version": "Notebook/1.0",
                   "items": [
@@ -75399,7 +75399,7 @@
         "contentSchemaVersion": "3.0.0",
         "contentId": "e39952df-ba60-50cf-80f6-76f7a2ebf57c",
         "contentKind": "DefenderWorkbook",
-        "displayName": "MicrosoftDefenderForOffice365detectionsandinsights",
+        "displayName": "Microsoft Defender for Office 365 Detections and Insights",
         "contentProductId": "[concat(take(variables('_solutionId'),50),'-','dwb','-', uniqueString(concat(variables('_solutionId'),'-','DefenderWorkbook','-','e39952df-ba60-50cf-80f6-76f7a2ebf57c','-','3.2.2')))]",
         "id": "[concat(take(variables('_solutionId'),50),'-','dwb','-', uniqueString(concat(variables('_solutionId'),'-','DefenderWorkbook','-','e39952df-ba60-50cf-80f6-76f7a2ebf57c','-','3.2.2')))]",
         "version": "3.2.2",
diff --git a/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForEndPoint.json b/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForEndPoint.json
index be94888aa37..13f63ae868e 100644
--- a/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForEndPoint.json	
+++ b/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForEndPoint.json	
@@ -572,7 +572,7 @@
     "instanceId": "4fffade5-9b6b-51af-a33d-97641e240595",
     "version": "3.2.2",
     "schemaVersion": "1.0.0",
-    "displayName": "MicrosoftDefenderForEndPoint"
+    "displayName": "Microsoft Defender For EndPoint"
   },
   "contentProvenance": {
     "format": "public-workbook-v1",
diff --git a/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForIdentity.json b/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForIdentity.json
index 02f66e5750b..b50c6ff9b11 100644
--- a/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForIdentity.json	
+++ b/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForIdentity.json	
@@ -878,7 +878,7 @@
     "instanceId": "baa399d3-2174-5938-b0b8-b91aed73090a",
     "version": "3.2.2",
     "schemaVersion": "1.0.0",
-    "displayName": "MicrosoftDefenderForIdentity"
+    "displayName": "Microsoft Defender For Identity"
   },
   "contentProvenance": {
     "format": "public-workbook-v1",
diff --git a/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForOffice365detectionsandinsights.json b/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForOffice365detectionsandinsights.json
index a3d1d5319e9..beb32a2ef23 100644
--- a/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForOffice365detectionsandinsights.json	
+++ b/Solutions/Microsoft Defender XDR/XDR Workbooks/MicrosoftDefenderForOffice365detectionsandinsights.json	
@@ -14261,7 +14261,7 @@
     "instanceId": "8f47d55b-34a6-5d13-a89f-315b1a2a4f53",
     "version": "3.2.2",
     "schemaVersion": "1.0.0",
-    "displayName": "MicrosoftDefenderForOffice365detectionsandinsights"
+    "displayName": "Microsoft Defender for Office 365 Detections and Insights"
   },
   "contentProvenance": {
     "format": "public-workbook-v1",