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AI Hallucination Likelihood Scorer
Score an LLM answer for hallucination risk using entity density, citation gaps, temporal claims, hedging, contradiction hints, and unsupported specifics.
Reviewed and refreshed on 2026-06-17.
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Copyable report
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WHY THIS EXISTS
Specialized workflow, inspectable result
Score an LLM answer for hallucination risk using entity density, citation gaps, temporal claims, hedging, contradiction hints, and unsupported specifics. The scoring is visible and repeatable so users can improve an input, rerun the tool, and copy a useful artifact.
- Separates unsupported specificity from normal uncertainty.
- Flags temporal and numeric claims that should be checked against sources.
- Keeps the output advisory rather than claiming factual truth.