10

Citation Verifier

jev primitiveChoice per (claim, cited source), parallel calls
labelssupportedcontradictedinsufficient
dataset20 labeled rows
tracingLangfuse

Decides whether an answer's citations hold up: an answer cites help-centre sources in [brackets], as 08 and 09's answers do, but does each cited source actually say that sentence? Code splits the answer into claims and catches what needs no model: a sentence with no citation, or a citation id that was never retrieved. Jev then reads each (claim, cited source) pair on its own, one Choice (supports, contradicts, not addressed), all pairs in parallel. The worst claim decides the answer: supported, contradicted or insufficient evidence. Measured: accuracy, contradictions caught, contradictions passed as supported, and good answers wrongly flagged.

With Jev

◐ ▮▮▮ ▦

Without Jev

LLM · CODE
Examples

Calls Jev and every baseline for real, traced in Langfuse. Nothing is saved.