Aerograph ASRS: 2,000 Aviation Incident Reports with Extracted Entities

2,000 real NASA Aviation Safety Reporting System (ASRS) incident reports processed for knowledge graph construction. The dataset includes structured entity and relation extractions conforming to an aviation safety ontology, with 10 entity types and 8 edge types. It was created by Aryan95614 and last updated on 2026-04-23.

Use Cases

• Construct aviation safety knowledge graphs based on the 10 entity types and 8 edge types.
• Train or fine-tune NLP models for entity and relation extraction based on the processed incident narratives.
• Analyze patterns and root causes in aviation safety incidents based on the structured extractions from real reports.

Strengths

• Contains 2,000 real NASA ASRS incident reports.
• Includes structured extractions for 10 entity types and 8 relation types.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Last updated 2026-04-23 19:54:10; freshness should be verified.

Provenance

Source

NASA Aviation Safety Reporting System (ASRS)

Collection Method

LLM-extracted entities and relations from incident narratives.

Freshness

2026-04-23