InIRAC: Indian Court Judgments Structured with IRAC Reasoning

InIRAC is a dataset converting Indian Supreme Court and High Court judgments into structured legal reasoning records. It uses the IRAC framework (Issue, Rule, Application, Conclusion) and includes procedural event chains and typed precedent relationships. The dataset was created by author joyboseroy and was last updated on 2026-05-15.

Use Cases

• Train legal LLMs based on structured IRAC reasoning records.
• Build graph-based retrieval systems based on typed precedent relationships.
• Develop hallucination-resistant judicial AI based on decomposed legal arguments.
• Analyze procedural event chains within Indian court judgments.

Strengths

• Structures judgments using the established IRAC legal reasoning framework.
• Includes typed precedent relationships and procedural event chains.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Freshness should be verified as the last update timestamp is in the future (2026-05-15).

Provenance

Source

Indian Supreme Court and High Court judgments.

Collection Method

Converted into structured records using the IRAC framework.

Freshness

Last updated 2026-05-15 05:22:49

Geography

India