The Warrant Gap: Claim-Conditioned Re-scoring for Fact-Checking

Arka Ujjal Dey, John Collomosse

Fact-checking systems built on LLMs achieve high verdict accuracy on standard benchmarks, yet routinely output Supports labels whose cited evidence does not license the claim. Stru…