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Why keys matter

Keys ensure only one active fact per logical slot (e.g., a user’s city). Example key: "ent:user_123|likes_city" for subject+predicate.

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Writing facts with keys

curl -s "https://api.flumes.ai/v0/memories:batch_upsert" \
  -H "Authorization: Bearer $FLUMES_API_KEY" \
  -H "Content-Type": "application/json" \
  -d '{
    "items": [
      {"type":"fact","subject":"ent:user_123","predicate":"likes_city","object_text":"Rome","keys":["ent:user_123|likes_city"]}
    ],
    "upsert_conflicts":"smart"
  }'
When a new fact arrives with the same key, prior rows become status: superseded and get valid_to set to now.

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Query current truth

Filter by status=active, your namespace, and entity_id.
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