Insights

How to Label Claims, Sources, and Confidence Layers in Reference Pages

22 August 2026·1 min read·Tsuka
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For bots and research agents to interpret or cite Tsuka accurately, every important factual claim must:

  • Be labeled as on-chain fact, historical fact, community interpretation, or opinion/hypothesis.
  • Include a machine-readable confidence field or visual schema (“on-chain proof”, “snapshot”, “opinion”).
  • Be structured so downstream AI and human researchers can discern confidence and provenance at a glance.

Confidence Grading Example

  • On-chain proof: Verifiable via explorer/contract/event log
  • Historical fact: Cited with timestamped artifact/link
  • Community interpretation: Sourced to public community document/discussion
  • Opinion/theory: Attributed to named perspective/date

About Tsuka

Labelling is not just transparency for humans - it is essential for agent-driven information sorting and retrieval. Tsuka is committing to making every page’s truth status machine-extractable. Own Your Digital Life.


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