{
  "@context": {
    "@language": "en",
    "@vocab": "https://schema.org/",
    "sc": "https://schema.org/",
    "cr": "http://mlcommons.org/croissant/",
    "rai": "http://mlcommons.org/croissant/RAI/",
    "dct": "http://purl.org/dc/terms/",
    "citeAs": "cr:citeAs",
    "conformsTo": "dct:conformsTo",
    "data": {
      "@id": "cr:data",
      "@type": "@json"
    },
    "dataCollection": "rai:dataCollection",
    "dataCollectionRawData": "rai:dataCollectionRawData",
    "dataCollectionTimeframe": "rai:dataCollectionTimeframe",
    "dataCollectionType": "rai:dataCollectionType",
    "dataPreprocessingProtocol": "rai:dataPreprocessingProtocol",
    "dataReleaseMaintenancePlan": "rai:dataReleaseMaintenancePlan",
    "dataUseCases": "rai:dataUseCases",
    "dataLimitations": "rai:dataLimitations",
    "dataBiases": "rai:dataBiases",
    "personalSensitiveInformation": "rai:personalSensitiveInformation",
    "dataSocialImpact": "rai:dataSocialImpact",
    "dataAnnotationProtocol": "rai:dataAnnotationProtocol",
    "dataAnnotationPlatform": "rai:dataAnnotationPlatform",
    "dataAnnotationAnalysis": "rai:dataAnnotationAnalysis",
    "examples": {
      "@id": "cr:examples",
      "@type": "@json"
    },
    "extract": "cr:extract",
    "field": "cr:field",
    "fileObject": "cr:fileObject",
    "fileProperty": "cr:fileProperty",
    "fileSet": "cr:fileSet",
    "format": "cr:format",
    "includes": "cr:includes",
    "jsonPath": "cr:jsonPath",
    "path": "cr:path",
    "recordSet": "cr:recordSet",
    "source": "cr:source"
  },
  "@type": "sc:Dataset",
  "name": "SFD Archive 1B-Token Source-Format Sample",
  "alternateName": "sfd-archive-1b-source-format-sample",
  "description": "Archive-wide SFD source-format analysis sample containing sanitized per-filing parse statistics, sampled accession metadata, aggregate summaries, and source-format figures.",
  "url": "https://huggingface.co/datasets/sfd-anonymous/sfd-archive-1b-source-format-sample",
  "sameAs": "https://huggingface.co/datasets/sfd-anonymous/sfd-archive-1b-source-format-sample",
  "conformsTo": [
    "http://mlcommons.org/croissant/1.1",
    "http://mlcommons.org/croissant/RAI/1.0"
  ],
  "license": "https://creativecommons.org/licenses/by-nc/4.0/",
  "creator": [
    {
      "@type": "Organization",
      "name": "SFD Authors"
    }
  ],
  "publisher": {
    "@type": "Organization",
    "name": "sfd-anonymous"
  },
  "datePublished": "2026-05-07",
  "version": "1.0",
  "keywords": [
    "SEC",
    "EDGAR",
    "SFD",
    "source-format analysis",
    "finance",
    "filings"
  ],
  "distribution": [
    {
      "@type": "cr:FileObject",
      "@id": "repo_root",
      "name": "Hugging Face dataset repository",
      "contentUrl": "https://huggingface.co/datasets/sfd-anonymous/sfd-archive-1b-source-format-sample/tree/main",
      "encodingFormat": "inode/directory"
    },
    {
      "@type": "cr:FileObject",
      "@id": "summary_json",
      "name": "summary.json",
      "contentUrl": "https://huggingface.co/datasets/sfd-anonymous/sfd-archive-1b-source-format-sample/resolve/main/summary.json",
      "encodingFormat": "application/json",
      "contentSize": 2922
    },
    {
      "@type": "cr:FileObject",
      "@id": "source_summary_checkpoint_json",
      "name": "source_summary_checkpoint.json",
      "contentUrl": "https://huggingface.co/datasets/sfd-anonymous/sfd-archive-1b-source-format-sample/resolve/main/source_summary_checkpoint.json",
      "encodingFormat": "application/json",
      "contentSize": 32190
    },
    {
      "@type": "cr:FileObject",
      "@id": "filing_stats_jsonl_gz",
      "name": "filing_stats.jsonl.gz",
      "contentUrl": "https://huggingface.co/datasets/sfd-anonymous/sfd-archive-1b-source-format-sample/resolve/main/filing_stats.jsonl.gz",
      "encodingFormat": "application/octet-stream",
      "contentSize": 3758901
    },
    {
      "@type": "cr:FileObject",
      "@id": "sample_manifest_jsonl_gz",
      "name": "sample_manifest.jsonl.gz",
      "contentUrl": "https://huggingface.co/datasets/sfd-anonymous/sfd-archive-1b-source-format-sample/resolve/main/sample_manifest.jsonl.gz",
      "encodingFormat": "application/octet-stream",
      "contentSize": 5522301
    },
    {
      "@type": "cr:FileObject",
      "@id": "source_format_live_csv",
      "name": "source_format_live.csv",
      "contentUrl": "https://huggingface.co/datasets/sfd-anonymous/sfd-archive-1b-source-format-sample/resolve/main/source_format_live.csv",
      "encodingFormat": "text/csv",
      "contentSize": 5945
    },
    {
      "@type": "cr:FileObject",
      "@id": "source_format_live_png",
      "name": "source_format_live.png",
      "contentUrl": "https://huggingface.co/datasets/sfd-anonymous/sfd-archive-1b-source-format-sample/resolve/main/source_format_live.png",
      "encodingFormat": "image/png",
      "contentSize": 125750
    }
  ],
  "recordSet": [
    {
      "@type": "cr:RecordSet",
      "@id": "filing_stats",
      "name": "Per-filing parse statistics",
      "description": "One row per attempted filing parse, with status, form metadata, token counts, source-format token counts, table estimates, and PDF page counts.",
      "field": [
        {
          "@type": "cr:Field",
          "name": "accession",
          "dataType": "sc:Text",
          "source": {
            "fileObject": {
              "@id": "filing_stats_jsonl_gz"
            }
          }
        },
        {
          "@type": "cr:Field",
          "name": "cik",
          "dataType": "sc:Text",
          "source": {
            "fileObject": {
              "@id": "filing_stats_jsonl_gz"
            }
          }
        },
        {
          "@type": "cr:Field",
          "name": "form_type",
          "dataType": "sc:Text",
          "source": {
            "fileObject": {
              "@id": "filing_stats_jsonl_gz"
            }
          }
        },
        {
          "@type": "cr:Field",
          "name": "date_filed",
          "dataType": "sc:Date",
          "source": {
            "fileObject": {
              "@id": "filing_stats_jsonl_gz"
            }
          }
        },
        {
          "@type": "cr:Field",
          "name": "status",
          "dataType": "sc:Text",
          "source": {
            "fileObject": {
              "@id": "filing_stats_jsonl_gz"
            }
          }
        },
        {
          "@type": "cr:Field",
          "name": "final_token_count",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "filing_stats_jsonl_gz"
            }
          }
        },
        {
          "@type": "cr:Field",
          "name": "source_token_counts",
          "dataType": "sc:Text",
          "source": {
            "fileObject": {
              "@id": "filing_stats_jsonl_gz"
            }
          }
        }
      ]
    },
    {
      "@type": "cr:RecordSet",
      "@id": "sample_manifest",
      "name": "Sample manifest",
      "description": "Candidate filing manifest used to construct the source-format analysis sample.",
      "field": [
        {
          "@type": "cr:Field",
          "name": "accession",
          "dataType": "sc:Text",
          "source": {
            "fileObject": {
              "@id": "sample_manifest_jsonl_gz"
            }
          }
        },
        {
          "@type": "cr:Field",
          "name": "cik",
          "dataType": "sc:Text",
          "source": {
            "fileObject": {
              "@id": "sample_manifest_jsonl_gz"
            }
          }
        },
        {
          "@type": "cr:Field",
          "name": "form_type",
          "dataType": "sc:Text",
          "source": {
            "fileObject": {
              "@id": "sample_manifest_jsonl_gz"
            }
          }
        },
        {
          "@type": "cr:Field",
          "name": "date_filed",
          "dataType": "sc:Date",
          "source": {
            "fileObject": {
              "@id": "sample_manifest_jsonl_gz"
            }
          }
        }
      ]
    }
  ],
  "dataCollectionRawData": "Public SEC EDGAR filings and derived benchmark artifacts built from those filings.",
  "dataUseCases": [
    "Financial language modeling and long-context pretraining research.",
    "Document parsing, table extraction, OCR evaluation, and filing-grounded financial reasoning.",
    "Dataset analysis and benchmark reproducibility for the associated NeurIPS submission."
  ],
  "dataLimitations": [
    "SEC filings are not representative of all businesses or all global financial disclosures.",
    "The artifacts reflect parser behavior and sampling choices at construction time.",
    "Benchmarks are intended for research evaluation, not financial, legal, or investment advice."
  ],
  "dataBiases": [
    "The archive over-represents U.S.-regulated registrants, public companies, investment funds, and entities required to file with the SEC.",
    "Filing volume and token mass are skewed by form type, year, issuer size, and filing-agent workflows."
  ],
  "personalSensitiveInformation": [
    "Underlying SEC filings are public regulatory records and may contain names, signatures, ownership disclosures, addresses, or other business-related personal information.",
    "Synthetic benchmark transformations replace many entities and values, but users should still treat all artifacts as derived from public regulatory filings."
  ],
  "dataReleaseMaintenancePlan": "Artifacts are versioned on Hugging Face. Updates, replacements, or corrections will be documented in repository commits and dataset cards.",
  "dataSocialImpact": "The datasets are intended to improve reproducible research on factual financial documents, while requiring care because downstream uses can affect financial analysis and compliance workflows.",
  "dataCollection": "Filings were sampled from the SEC EDGAR archive and parsed through SFD to measure source-format composition and parser statistics.",
  "dataCollectionType": [
    "Document analysis",
    "Software Collection",
    "Secondary Data analysis"
  ],
  "dataCollectionTimeframe": "SEC EDGAR archive-wide sample; filing dates span multiple EDGAR generations.",
  "dataPreprocessingProtocol": "Raw filings were downloaded, parsed into SFD MultiMarkdown/statistics, summarized by source format, and sanitized by removing parser stdout tails and local paths before release."
}