Verify {{model}} extraction accuracy on {{document_set}} through consensus. For each document, run extraction {{attempt_count}} times: - Slightly vary extraction prompt - Record extracted entities per attempt - Calculate entity agreement Include entities in final output only if extracted in {{agreement_threshold}} attempts. Report extraction confidence per entity. Flag ambiguous extractions for {{human_review}}.
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Details
Category
AnalysisUse Cases
Extraction validationConsensus buildingAccuracy assurance
Works Best With
claude-opus-4.5gpt-5.2gemini-2.0-flash
Created Shared