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Hallucinations

Available Now · Sample Available

Hallucinations

Controlled tests for invented facts, evidence drift, and self-contradiction.

Volume

0

Volume

Scalable Volume

Coverage

Factuality

Targets

Modality & Delivery

Text→Text

Formats

JSON

What You Receive

Evaluation data testing whether an AI invents facts, drifts from provided evidence, or contradicts information established earlier. Each item includes controlled context and expected behavior for consistent scoring.

Coverage

Package Structure

Differentiators

  • Uses controlled context and expected behavior to support consistent factuality scoring.

Record Schema

schema — 5 fields
explanationstringReviewer rationale for the span labels and verdict.
promptstringThe prompt that elicited the model response under review.
responsestringThe model response being annotated.
spansarray<object>Annotated text spans with hallucination labels and severity.
verdictstringOverall hallucination judgment for the response.

Results

Methodology & Quality

Methodology

SME involvement

Domain-expert curated with up to L2 review

Stressors

Grounding to supplied evidence and maintaining consistency over context.

Design criteria

  1. Test invention, evidence drift, and contradiction against information established in context.

Build assumptions

Quality approach

Known limitations

Customization & Scalability

Custom sets available. Additional volume in progress

Get Started

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