Datasets:
| license: mit | |
| task_categories: | |
| - token-classification | |
| tags: | |
| - ner | |
| - relation-extraction | |
| - aviation | |
| size_categories: | |
| - 1K<10K | |
| # AeroGraph | |
| Named Entity Recognition + Relation Extraction dataset built from NTSB aviation | |
| accident narratives. | |
| Each record contains `id`, `text`, `entities`, `relations`, and `meta` (review | |
| statistics for that record). | |
| **Status: work in progress.** The dataset is currently being reviewed, and new | |
| examples are added on a daily basis. | |
| ## Source | |
| The narrative `text` field is the "Analysis" section of NTSB (National | |
| Transportation Safety Board) Aviation Investigation Final Reports, drawn from | |
| the NTSB's public [CAROL](https://data.ntsb.gov/carol-main-public/) (Case | |
| Analysis and Reporting Online) database. Original NTSB accident case numbers | |
| (e.g. `ERA23LA165`, `WPR23LA236`) are preserved in the source text. | |
| Entity/relation annotations are original work produced for this project. | |