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FitForJev
Pattern catalog

Pattern · fact-verify

Fact & citation verifier

Keywords: claim, citation, fact check, verify, contradiction, evidence

Jev questions

  • claim_supported · noul

    Does the source support this claim?

  • contradiction_detected · noul

    Does the source contradict this claim?

  • confidence · score

    How strong is the evidence for this claim?

Who owns what

Code

  • You match exact quotes in code
  • Keep yes/no probabilities separate across checks. Verify each invariant separately in code.

Jev

  • claim_supported as Noul
  • contradiction_detected as Noul
  • confidence as Score

LLM

  • Write the correction note for unsupported claims

Guard: if (contradiction_detected || !claim_supported) flagForReview(); else accept();