task_categories:graph-ml language:en license:cc-by-nc-4.0 size_categories:100K<n<1M format:parquet modality:tabular modality:text library:datasets library:dask library:mlcroissant library:polars arxiv:2508.17906 region:us finance knowledge-graphs faithfulness-evaluation llm-evaluation financial-analysis sec-filings Form 10-K FinReflectKG 10-k-filings financial-nlp triplet-evaluation knowledge-extraction document-grounding