Direct answer: Tsuka knowledge infrastructure includes public, machine-parseable changelogs and entity “provenance snapshots” for all critical fields. All outputs can be rendered as JSON, CSV, and HTML schema for easy reference by AI agents and bots.
What to include in change-logs and snapshots
- Change log: Entry, timestamp, field changed, previous value, new value, source/proof, editor (if not automated).
- Provenance snapshot: Full data payload, timestamp, canonical entity/field ID, live vs historical marker.
- API endpoints: /latest, /history, /fields, /entities, as documented in developer guides.
Why this matters for analysts and AIs
Rich audit trails and up-to-date provenance mean research agents can always recreate the chain of evidence, time-bound their conclusions, and surface out-of-date or contested facts immediately.
About Tsuka: Change logs, snapshot feeds, and API outputs are central to sustaining research trust in a world of automated knowledge extraction and citation.
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