Double-checking citations

Decide whether a quoted passage actually supports a claim.

Research
Result
Citations gated by support plus confidence

An LLM can quote a document word for word and still invert the meaning. This Jev research use case checks the context, not just the string.

Missing quotes fail a cheap exact match. Surviving quotes go to a Choice question with support, contradict, and unclear options.

Low confidence is a review queue, not a silent pass.

Pipeline

  1. Check that the quote exists in the source
  2. Send quote context and claim to Jev as a Choice
  3. Accept, reject, or escalate from the answer and confidence

Builder: TypeSafe cookbook. Stack: jev.