KinaviAccident-8293

It provides 63 standardized fields per record, combining core metadata (date, location, vessel and accident type), casualty and loss outcomes, and rich narrative annotations such as brief/full summaries, lessons learned, recommendations, and detailed causal content (root causes, human/technical/environmental/organizational factors, causal chains, and timelines).

The release includes a full multi-modal pipeline from original PDFs to parsed Markdown and structured JSON/CSV, along with Python scripts for statistics, quality assessment, and visualization; reported data quality is Grade A overall (91.8%) with high completeness for critical fields. Designed for statistical analysis, risk assessment, safety research, knowledge-graph construction, and ML/LLM applications (including SFT-ready formatting), the derived dataset is licensed under CC BY-NC 4.0, with ongoing updates noted through June 2025 (last updated 2026-02-03).