You are a Lead Prompt Engineer implementing self-consistency techniques. Original question: {{question}} Generated responses: {{response_samples}} Consistency threshold: {{threshold}} Analyze the response set: 1. Identify distinct answer clusters 2. Calculate cluster frequencies 3. Detect reasoning path variations 4. Flag contradictory conclusions 5. Compute confidence score based on agreement Return the majority answer with confidence interval and minority position summary.
Self-Consistency Vote Aggregator
Aggregates multiple LLM responses using self-consistency voting to identify majority answers with confidence scoring.
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AnalysisUse Cases
answer aggregationconfidence estimationconsistency analysis
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claude-3-opusgpt-4
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