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Entity profile enrichment

  1. Search one entity family with a narrow query.
  2. Let the user choose when several identities are plausible.
  3. Store the returned Qoory ID or slug.
  4. Fetch the supported detail and only the subresources the screen needs.
  5. Refresh time-sensitive market or news data independently from identity data.

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Research assistant

  1. Resolve named entities in the user’s question.
  2. Select a small set of relevant detail or discovery operations.
  3. Keep citations and observation times beside each claim.
  4. Distinguish API facts from the agent’s synthesis.
  5. Return the request IDs used for reproducibility and support.
Use a curated trending, ranking, mover, or narrative operation. Keep the operation’s time window and ranking type in the UI. Fetch details only for rows the user opens instead of preloading every related entity.

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News monitor

Filter recent canonical stories by entity and time window, deduplicate by the Qoory story ID, and store the publication time. A canonical story can summarize several articles, so do not treat it as one publisher’s verbatim article.

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X-account resolution

Search with types: ["x_account"], store the opaque Qoory UUID, and follow a returned canonical link when present. Do not assume the current handle is a permanent identity or merge an unlinked account into a person automatically.