Promptsy

Factual-Only Response Test

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Test model with facts-only constraint.

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Test {{model}} with factual response constraints.

Factuality requirements:
- Only verifiable facts from {{knowledge_cutoff}}
- No speculation or opinions
- Cite sources when possible
- Explicit uncertainty when unsure

Measure factuality on {{fact_check_set}}. Score opinion contamination. Evaluate uncertainty calibration.

Details

Category

Analysis

Use Cases

Factuality testingOpinion detectionAccuracy validation

Works Best With

claude-opus-4.5gpt-5.2gemini-2.0-flash
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