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Deceptive Grounding: Entity Attribution Failure in Clinical Retrieval-Augmented Generation

arXiv cs.CL ↗ · 2026-07-13 Cached

This paper identifies 'deceptive grounding' in clinical RAG systems, where responses accurately relay retrieved evidence but attribute it to the wrong entity, passing all standard checks. Experiments across 13 models show high failure rates, especially in domain-specialized models, and propose entity-attribution verification as a solution.

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