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AI & Prompting

Hallucination Severity Classification & Verification Drill

Audits AI-generated technical text to isolate fabricated citations, false statistics, and ungrounded claims.

Perform an exhaustive verification audit on the following generated technical report.

Tasks:
1. Entity Extraction: Extract every factual claim, statistical figure, and attributed quotation.
2. Grounding Status: Classify each entity as [Verified / Contradiction / Fabricated Citation / Unsubstantiated].
3. Citation Check: For any fabricated reference, flag whether the journal, author, or paper title is fictitious.
4. Hallucination Severity Index: Assign a score from 0.0 (Completely Grounded) to 1.0 (Critical Fabrications) with summary rationale.

Text to audit:
[INSERT TEXT HERE]