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Legal Reasoning

In Production · Sample Available

Legal Reasoning

Scenario-based legal advisory tasks grounded in identified authorities.

Volume

0

Volume

Scalable Volume

Coverage

72%Opus 4.8 · Pass@1

Targets

LegalBench, LexGLUE

Modality & Delivery

Text→Text

Formats

JSONXLSX

What You Receive

Legal reasoning and analysis tasks framed as practical scenarios and advisory problems, grounded in identified authorities.

Coverage

Financial and technology regulation, corporate compliance, cross-border data requirements, and jurisdictional analysis across the United States, United Kingdom, and European Union.

Package Structure

Differentiators

  • Practical scenarios require application and reconciliation of legal authorities.

Record Schema

schema — 3 fields
answerstringThe supplied reference analysis or counsel-style answer.
questionstringThe legal scenario or advisory prompt.
source_refstringThe cited source or authority supporting the task.

Results

ModelMetricResult
Opus 4.8Pass@172%
Opus 4.8Pass@580%

Methodology & Quality

Methodology

SME involvement

Stressors

Cross-regime issue spotting, application of current regulatory requirements to practical facts, and production of counsel-style analysis.

Design criteria

  1. Require application of legal authorities to a practical fact pattern.
  2. Retain the source authority used to support each reference analysis.

Build assumptions

Quality approach

  • Reference analyses include supporting source references.

Known limitations

Customization & Scalability

Additional volume in production.

Get Started

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