procedure
The Expert Decision Filter in the KGHaluBench pipeline serves as a fail-safe mechanism that uses an LLM to make a binary decision between two expert choices (entailment vs. contradiction) when the NLI model contradicts the LLM Entailment Filter's decision.

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