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RAG hallucinations are actually extraction errors, not model fabrications. Seven typed-contract patterns enforce structured Pydantic output with citations, fidelity flags, and self-assessment fields. A decomposition rule lets small models match frontier performance. The approach replaces free-text answers with typed, auditable objects.
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