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Ultimate Memory v9: temporal answer context - #14

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Cookie-Cat21 wants to merge 6 commits into
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ultimate-memory-v9-temporal-context
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Cookie-Cat21 wants to merge 6 commits into
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ultimate-memory-v9-temporal-context

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@Cookie-Cat21

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Goal

Expose already-trusted memory event timestamps to the answer stage for temporal questions without changing retrieval ranking.

Changes

  • render event_time into answer context only when the automatic planner marks the query temporal
  • preserve event timestamps through vector retrieval
  • keep non-temporal context text unchanged
  • add regression tests for both behaviors

No benchmark categories or gold annotations are passed to production code.

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