Self-Consistency for Reasoning Tasks

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Apply self-consistency with multiple independent reasoning chains using direct, decomposition, and analogical approaches for improved accuracy.

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Apply self-consistency to improve reasoning accuracy on this task.

## Reasoning Task
{{reasoning_task}}

## Available Information
{{available_information}}

## Reasoning Approach
Generate multiple independent reasoning chains:

**Chain 1: Direct Reasoning**
Approach the problem directly, step by step.
[Reasoning steps]
Conclusion 1: [answer]

**Chain 2: Decomposition Approach**
Break into sub-problems, solve each.
[Reasoning steps]
Conclusion 2: [answer]

**Chain 3: Analogical Reasoning**
Connect to similar known problems.
[Reasoning steps]
Conclusion 3: [answer]

**Consistency Analysis**
- Do conclusions agree?
- Where do they diverge?
- What causes disagreement?

**Final Answer**
Based on consistency analysis, provide:
- Most supported conclusion
- Confidence level
- Key reasoning that led to this answer

Details

Category

Analysis

Use Cases

Reasoning tasksSelf-consistencyProblem solving

Works Best With

claude-sonnet-4-20250514gpt-4o
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