Deterministic Constraint Checking

A scoring method that does not rely on model judgment and is performed by rules or programmatic matching, such as checking whether an annotated entity name appears in a caption or whether an event timestamp falls within an annotated interval. It is combined with LLM semantic comparison in benchmark evaluation.