Self-Consistency Vote Aggregator

E

Ethan Park

@ethan-park

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Aggregates multiple LLM responses using self-consistency voting to identify majority answers with confidence scoring.

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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.

Details

Category

Analysis

Use Cases

answer aggregationconfidence estimationconsistency analysis

Works Best With

claude-3-opusgpt-4
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