Legal Corpus Raw Batches
This repository stores raw, source-preserving legal-domain corpus batches collected for legal language model pretraining, retrieval, embedding, and corpus analysis work. It is intentionally batch-oriented: each folder corresponds to one source slice, shard, or non-overlapping range, with source metadata and upload verification artifacts kept alongside the raw files.
Last draft card update: 2026-06-30 09:54 UTC.
Current Build Status
- Accounted uncompressed text bytes: 2,202,530,242,387 bytes (~2.203 TB).
- Batch entries tracked in progress state: 134.
- Verified uploaded batch IDs in local ledger: 134.
- Source descriptors in provenance audit: 225.
- Target collection size: at least 7 TB, preferably 10 TB, of useful raw legal text with provenance.
- Collection is ongoing; numbers above are generated from cluster state files and may lag active downloads until scan/upload verification completes.
What Is Included
The corpus is focused on legal and law-adjacent primary or research-useful text: legislation, regulations, public laws, court decisions, administrative materials, legal filings, contracts, patents/regulatory IP material, and multilingual/parallel legal corpora where the upstream source and terms are preserved.
The pipeline avoids counting known duplicate source ranges, embeddings-only datasets, tokenized/masked-only data, QA-only datasets without raw legal text, gated/failed sources, and sources without enough provenance to audit later.
Provenance And Metadata Policy
Every accepted batch is expected to preserve the maximum available metadata. At minimum, batch specs and manifests track source_id, source_url, source_type, quality_tier, license, source_family, dedupe_key, batch ID, command parameters, upload status, and cleanup status. Source-native metadata is kept when available, for example Federal Register document metadata, govinfo URL/year/title/volume/congress/public-law metadata, HF dataset repository metadata, file inventories, checksums, and batch manifests.
Machine-readable cluster-side audit files used to generate this draft:
state/provenance_audit.jsonlstate/provenance_audit_summary.jsonstate/text_bytes_progress.jsonstate/hf_uploads.jsonl
Upload And Cleanup Discipline
Raw data is collected locally in bounded batches, uploaded to TryDotAtwo/legal-corpus-raw-batches, verified through the upload ledger and remote file listing, and only then cleaned locally. Local cleanup markers such as .uploaded.ok and .cleanup.ok are used to avoid deleting unverified raw data.
Quality Tiers
core_legal: 173 source descriptorsregulatory_contracts_ip: 27 source descriptorslegal_web_candidate: 25 source descriptors
Major Source Families
federal_register_api_recent: 24hf_sec_edgar_filings_parquet: 12spain_boe_consolidated_legislation: 12hf_court_records_split_archive: 9govinfo_cfr: 7govinfo_plaw: 7commoncrawl_legal_wet_text: 5hf_caselaw_bulk: 3parallel_legislation: 2regulatory_filings_contracts: 2court_bulk: 2hf_multilingual_legal_corpus: 2official_legislation_xml: 2hf_court_records_archive: 2legislation: 1legislation_court_tribunal: 1chinese_legal_benchmark_blocked: 1chinese_case_retrieval: 1official_legislation: 1patent_fulltext: 1hf_dataset: 1regulation_xml: 1official_bulk_legal_xml: 1official_france_legal_archives: 1lemur_eurlex_environment: 1openlegaldata_court_decisions_germany: 1hf_court_judgements: 1hf_regulatory_filings: 1openlegaldata_laws_germany: 1parallel_translation_memory: 1
Linked Original Kazakhstan Source
The Kazakhstan legal corpus source is attributed to Any0ka/kazakhstan-laws-dataset as the original cluster-collected Kazakhstan dataset. In this raw corpus it is tracked as batch-205-kazakhstan-legal-corpus with preserved batch metadata, file inventory, and manifests.
- Original HF dataset:
Any0ka/kazakhstan-laws-dataset - TryDotAtwo raw batch:
batch-205-kazakhstan-legal-corpus - Source family:
kazakhstan_laws_any0ka - Languages: Kazakh and Russian (
kk,ru) - Provenance note: collected by Any0ka on the cluster; linked here as a source in the larger multilingual legal corpus.
Source Catalog Snapshot
This table is a compact snapshot. Full per-batch provenance is kept in the manifest/audit files and in each batch directory.
| Batch | Source ID | Tier | Type / Family | URL | License / Terms |
|---|---|---|---|---|---|
batch-046-riksarkivet-court-records-aa-ad | 046_riksarkivet_court_records_aa_ad | core_legal | hf_court_records_split_archive | https://huggingface.co/datasets/Riksarkivet/court_records | source-specific terms; verify before redistribution |
batch-046-riksarkivet-court-records-aa-ad | 046_riksarkivet_court_records_aa_ad | core_legal | hf_court_records_split_archive | https://huggingface.co/datasets/Riksarkivet/court_records | source-specific terms; verify before redistribution |
batch-047-riksarkivet-court-records-ae-ah | 047_riksarkivet_court_records_ae_ah | core_legal | hf_court_records_split_archive | https://huggingface.co/datasets/Riksarkivet/court_records | source-specific terms; verify before redistribution |
batch-047-riksarkivet-court-records-ae-ah | 047_riksarkivet_court_records_ae_ah | core_legal | hf_court_records_split_archive | https://huggingface.co/datasets/Riksarkivet/court_records | source-specific terms; verify before redistribution |
batch-048-riksarkivet-court-records-ai-al | 048_riksarkivet_court_records_ai_al | core_legal | hf_court_records_split_archive | https://huggingface.co/datasets/Riksarkivet/court_records | source-specific terms; verify before redistribution |
batch-048-riksarkivet-court-records-ai-al | 048_riksarkivet_court_records_ai_al | core_legal | hf_court_records_split_archive | https://huggingface.co/datasets/Riksarkivet/court_records | source-specific terms; verify before redistribution |
batch-048-riksarkivet-court-records-ai-al | 048_riksarkivet_court_records_ai_al | core_legal | hf_court_records_split_archive | https://huggingface.co/datasets/Riksarkivet/court_records | source-specific terms; verify before redistribution |
batch-049-riksarkivet-court-records-am-ao-txt | 049_riksarkivet_court_records_am_ao_txt | core_legal | hf_court_records_split_archive | https://huggingface.co/datasets/Riksarkivet/court_records | source-specific terms; verify before redistribution |
batch-049-riksarkivet-court-records-am-ao-txt | 049_riksarkivet_court_records_am_ao_txt | core_legal | hf_court_records_split_archive | https://huggingface.co/datasets/Riksarkivet/court_records | source-specific terms; verify before redistribution |
batch-205-kazakhstan-legal-corpus | any0ka_kazakhstan_laws_dataset | core_legal | kazakhstan_laws_any0ka | https://huggingface.co/datasets/Any0ka/kazakhstan-laws-dataset | odc-by / source-specific; verify upstream dataset card and source notices |
batch-058-australia-commonwealth-legislation | australia_commonwealth_legislation | core_legal | hf_australia_legislation | https://huggingface.co/datasets/workingmem/legislation-cth | CC-BY-4.0 per HF tag; verify upstream card before public redistribution |
batch-206-azerbaijan-legislation | azerbaijan_legislation | core_legal | azerbaijan_legislation | https://huggingface.co/datasets/LocalDoc/azerbaijan_legislation | source-specific |
batch-227-govinfo-cfr-2020-2023 | batch_227_govinfo_cfr_2020_2023 | core_legal | govinfo_cfr | https://www.govinfo.gov/bulkdata | US government public information; verify collection-specific reuse |
batch-228-govinfo-cfr-2016-2019 | batch_228_govinfo_cfr_2016_2019 | core_legal | govinfo_cfr | https://www.govinfo.gov/bulkdata | US government public information; verify collection-specific reuse |
batch-229-govinfo-cfr-2012-2015 | batch_229_govinfo_cfr_2012_2015 | core_legal | govinfo_cfr | https://www.govinfo.gov/bulkdata | US government public information; verify collection-specific reuse |
batch-230-govinfo-plaw-114-117 | batch_230_govinfo_plaw_114_117 | core_legal | govinfo_plaw | https://www.govinfo.gov/bulkdata | US government public information; verify collection-specific reuse |
batch-231-govinfo-plaw-110-113 | batch_231_govinfo_plaw_110_113 | core_legal | govinfo_plaw | https://www.govinfo.gov/bulkdata | US government public information; verify collection-specific reuse |
batch-232-govinfo-plaw-106-109 | batch_232_govinfo_plaw_106_109 | core_legal | govinfo_plaw | https://www.govinfo.gov/bulkdata | US government public information; verify collection-specific reuse |
batch-233-govinfo-cfr-2008-2011 | batch_233_govinfo_cfr_2008_2011 | core_legal | govinfo_cfr | https://www.govinfo.gov/bulkdata | US government public information; verify collection-specific reuse |
batch-234-govinfo-cfr-2004-2007 | batch_234_govinfo_cfr_2004_2007 | core_legal | govinfo_cfr | https://www.govinfo.gov/bulkdata | US government public information; verify collection-specific reuse |
batch-235-govinfo-plaw-102-105 | batch_235_govinfo_plaw_102_105 | core_legal | govinfo_plaw | https://www.govinfo.gov/bulkdata | US government public information; verify collection-specific reuse |
batch-236-govinfo-plaw-098-101 | batch_236_govinfo_plaw_098_101 | core_legal | govinfo_plaw | https://www.govinfo.gov/bulkdata | US government public information; verify collection-specific reuse |
batch-237-govinfo-cfr-2000-2003 | batch_237_govinfo_cfr_2000_2003 | core_legal | govinfo_cfr | https://www.govinfo.gov/bulkdata | US government public information; verify collection-specific reuse |
batch-238-govinfo-cfr-1996-1999 | batch_238_govinfo_cfr_1996_1999 | core_legal | govinfo_cfr | https://www.govinfo.gov/bulkdata | US government public information; verify collection-specific reuse |
batch-239-govinfo-plaw-094-097 | batch_239_govinfo_plaw_094_097 | core_legal | govinfo_plaw | https://www.govinfo.gov/bulkdata | US government public information; verify collection-specific reuse |
batch-240-govinfo-plaw-090-093 | batch_240_govinfo_plaw_090_093 | core_legal | govinfo_plaw | https://www.govinfo.gov/bulkdata | US government public information; verify collection-specific reuse |
batch-060-cail2018-china | cail2018_china | core_legal | hf_chinese_case_law_dataset | https://huggingface.co/datasets/china-ai-law-challenge/cail2018 | unknown per HF tag; private research collection, verify before redistribution/public release |
batch-027-canada-justice-laws | canada_justice_laws | core_legal | official_bilingual_legislation | https://laws-lois.justice.gc.ca/eng/ | Government of Canada terms; both language versions authoritative |
batch-022-cap-hf-mirror | caselaw_access_project_hf | core_legal | hf_caselaw_bulk | https://huggingface.co/datasets/Aronwinner/caselaw_access_project | CAP/source-specific terms; verify before redistribution |
batch-022-cap-hf-mirror | caselaw_access_project_hf | core_legal | hf_caselaw_bulk | https://huggingface.co/datasets/Aronwinner/caselaw_access_project | CAP/source-specific terms; verify before redistribution |
batch-022-cap-hf-mirror | caselaw_access_project_hf | core_legal | hf_caselaw_bulk | https://huggingface.co/datasets/Aronwinner/caselaw_access_project | CAP/source-specific terms; verify before redistribution |
batch-216-catalan-spanish-legal-parallel | catalan_spanish_legal_parallel | core_legal | catalan_spanish_legal_parallel | https://huggingface.co/datasets/BSC-LT/Legal_Catalan_Spanish_Parallel_Corpus | cc-by-4.0 |
batch-080-china-crime-judgement | china_crime_judgement_hcshen | core_legal | chinese_criminal_judgments | https://huggingface.co/datasets/hcshen0916/crime_judgement | source-specific terms; verify upstream card before public redistribution |
batch-064-china-mnbvc-judgment | china_mnbvc_judgment | core_legal | mnbvc_chinese_judgment_corpus | https://huggingface.co/datasets/wormtooth/MNBVC-judgment | mit per HF tag; verify upstream card before public redistribution |
batch-008-china-npc-blocked | china_npc_laws | core_legal | official_legislation | https://flk.npc.gov.cn/ | official public legal information; reuse terms require verification |
batch-055-chinese-law-and-regulations | chinese_law_and_regulations | core_legal | hf_chinese_laws_regulations | https://huggingface.co/datasets/twang2218/chinese-law-and-regulations | Apache-2.0 per HF tag; verify upstream card before public redistribution |
batch-038-cold-french-law | cold_french_law | core_legal | hf_french_law | https://huggingface.co/datasets/JTKellogg/cold-french-law | source-specific terms; verify before redistribution |
batch-224-common-pile-regulations | common_pile_regulations | core_legal | common_pile_regulations | https://huggingface.co/datasets/common-pile/regulations | source-specific |
batch-207-common-pile-regulations-filtered | common_pile_regulations_filtered | core_legal | common_pile_regulations_filtered | https://huggingface.co/datasets/common-pile/regulations_filtered | source-specific |
batch-103-hk-legal-text-compustar | compustar_hk_legal_text | core_legal | compustar_hk_legal_text | https://huggingface.co/datasets/compustar/hk_legal_text | source-specific terms; verify upstream card before public redistribution |
batch-087-nsw-caselaw-corto | corto_nsw_caselaw | core_legal | corto_nsw_caselaw | https://huggingface.co/datasets/corto-ai/nsw-caselaw | source-specific terms; verify upstream card before public redistribution |
batch-017-courtlistener-latest | courtlistener_latest | core_legal | court_bulk | https://www.courtlistener.com/help/api/bulk-data/ | CourtListener bulk data terms; verify table-specific terms |
batch-017-courtlistener-latest | courtlistener_latest | core_legal | court_bulk | https://www.courtlistener.com/help/api/bulk-data/ | CourtListener bulk data terms; verify table-specific terms |
batch-208-czech-constitutional-court | czech_constitutional_court_decisions | core_legal | czech_constitutional_court_decisions | https://huggingface.co/datasets/roslein/CZE_constitutional_court_decisions | eupl-1.1 |
batch-209-czech-supreme-admin-court | czech_supreme_administrative_court_decisions | core_legal | czech_supreme_administrative_court_decisions | https://huggingface.co/datasets/roslein/CZE_supreme_administrative_court_decisions | eupl-1.1 |
batch-025-dgt-translation-memory-opus | dgt_translation_memory_opus | core_legal | parallel_translation_memory | https://opus.nlpl.eu/DGT.php | European Commission reuse terms; verify release package terms |
batch-076-do-me-eurlex-en | do_me_eurlex_en | core_legal | eurlex_english_parquet | https://huggingface.co/datasets/do-me/EUR-LEX | cc-by-4.0 per HF tags; verify upstream card before public redistribution |
batch-068-dutch-basisbestandwetten-laws | dutch_basisbestandwetten_laws | core_legal | dutch_legislation_laws | https://huggingface.co/datasets/vGassen/Dutch-Basisbestandwetten-Legislation-Laws | source-specific terms; verify upstream card before public redistribution |
batch-057-dutch-rechtspraak-court-cases | dutch_rechtspraak_court_cases | core_legal | hf_dutch_caselaw | https://huggingface.co/datasets/vGassen/Dutch-Rechtspraak-court-cases | WTFPL per HF tag; verify upstream card before public redistribution |
batch-019-ecfr-current | ecfr_current | core_legal | regulation_xml | https://www.ecfr.gov/developers/documentation/api/v1 | US federal public legal information |
batch-034-echr-hudoc-caselaw | echr_hudoc_caselaw | core_legal | official_international_court_caselaw_docx | https://hudoc.echr.coe.int/ | HUDOC/ECHR public case-law; verify Council of Europe reuse terms before public redistribution |
batch-212-egypt-legal-corpus | egypt_legal_corpus | core_legal | egypt_legal_corpus | https://huggingface.co/datasets/dataflare/egypt-legal-corpus | mit |
batch-203-peru-legal-corpus | elperuano_legal_corpus | core_legal | elperuano_legal_corpus | https://huggingface.co/datasets/lonelynode/elperuano-legal-corpus | cc-by-4.0 |
batch-223-fcc-regulations | fcc_regulations | core_legal | fcc_regulations | https://huggingface.co/datasets/lucyd/fcc-regulations | source-specific |
batch-033-federal-register-api-recent | federal_register_api_recent | core_legal | official_regulatory_register_html_pdf | https://www.federalregister.gov/developers/documentation/api/v1 | Federal Register public data; verify collection-specific reuse before public redistribution |
batch-133-federal-register-shard-01-p0101 | federal_register_api_recent_shard_01 | core_legal | federal_register_api_recent | https://www.federalregister.gov/api/v1/documents.json?page=101 | Federal Register public data; verify collection-specific reuse before public redistribution |
batch-133-federal-register-shard-02-p0201 | federal_register_api_recent_shard_02 | core_legal | federal_register_api_recent | https://www.federalregister.gov/api/v1/documents.json?page=201 | Federal Register public data; verify collection-specific reuse before public redistribution |
batch-133-federal-register-shard-03-p0301 | federal_register_api_recent_shard_03 | core_legal | federal_register_api_recent | https://www.federalregister.gov/api/v1/documents.json?page=301 | Federal Register public data; verify collection-specific reuse before public redistribution |
batch-133-federal-register-shard-04-p0401 | federal_register_api_recent_shard_04 | core_legal | federal_register_api_recent | https://www.federalregister.gov/api/v1/documents.json?page=401 | Federal Register public data; verify collection-specific reuse before public redistribution |
batch-133-federal-register-shard-05-p0501 | federal_register_api_recent_shard_05 | core_legal | federal_register_api_recent | https://www.federalregister.gov/api/v1/documents.json?page=501 | Federal Register public data; verify collection-specific reuse before public redistribution |
batch-133-federal-register-shard-06-p0601 | federal_register_api_recent_shard_06 | core_legal | federal_register_api_recent | https://www.federalregister.gov/api/v1/documents.json?page=601 | Federal Register public data; verify collection-specific reuse before public redistribution |
batch-133-federal-register-shard-07-p0701 | federal_register_api_recent_shard_07 | core_legal | federal_register_api_recent | https://www.federalregister.gov/api/v1/documents.json?page=701 | Federal Register public data; verify collection-specific reuse before public redistribution |
batch-133-federal-register-shard-08-p0801 | federal_register_api_recent_shard_08 | core_legal | federal_register_api_recent | https://www.federalregister.gov/api/v1/documents.json?page=801 | Federal Register public data; verify collection-specific reuse before public redistribution |
batch-133-federal-register-shard-09-p0901 | federal_register_api_recent_shard_09 | core_legal | federal_register_api_recent | https://www.federalregister.gov/api/v1/documents.json?page=901 | Federal Register public data; verify collection-specific reuse before public redistribution |
batch-133-federal-register-shard-10-p1001 | federal_register_api_recent_shard_10 | core_legal | federal_register_api_recent | https://www.federalregister.gov/api/v1/documents.json?page=1001 | Federal Register public data; verify collection-specific reuse before public redistribution |
batch-133-federal-register-shard-11-p1101 | federal_register_api_recent_shard_11 | core_legal | federal_register_api_recent | https://www.federalregister.gov/api/v1/documents.json?page=1101 | Federal Register public data; verify collection-specific reuse before public redistribution |
batch-133-federal-register-shard-12-p1201 | federal_register_api_recent_shard_12 | core_legal | federal_register_api_recent | https://www.federalregister.gov/api/v1/documents.json?page=1201 | Federal Register public data; verify collection-specific reuse before public redistribution |
batch-133-federal-register-shard-13-p1301 | federal_register_api_recent_shard_13 | core_legal | federal_register_api_recent | https://www.federalregister.gov/api/v1/documents.json?page=1301 | Federal Register public data; verify collection-specific reuse before public redistribution |
batch-133-federal-register-shard-14-p1401 | federal_register_api_recent_shard_14 | core_legal | federal_register_api_recent | https://www.federalregister.gov/api/v1/documents.json?page=1401 | Federal Register public data; verify collection-specific reuse before public redistribution |
batch-133-federal-register-shard-15-p1501 | federal_register_api_recent_shard_15 | core_legal | federal_register_api_recent | https://www.federalregister.gov/api/v1/documents.json?page=1501 | Federal Register public data; verify collection-specific reuse before public redistribution |
batch-133-federal-register-shard-16-p1601 | federal_register_api_recent_shard_16 | core_legal | federal_register_api_recent | https://www.federalregister.gov/api/v1/documents.json?page=1601 | Federal Register public data; verify collection-specific reuse before public redistribution |
batch-133-federal-register-shard-17-p1701 | federal_register_api_recent_shard_17 | core_legal | federal_register_api_recent | https://www.federalregister.gov/api/v1/documents.json?page=1701 | Federal Register public data; verify collection-specific reuse before public redistribution |
batch-133-federal-register-shard-18-p1801 | federal_register_api_recent_shard_18 | core_legal | federal_register_api_recent | https://www.federalregister.gov/api/v1/documents.json?page=1801 | Federal Register public data; verify collection-specific reuse before public redistribution |
batch-133-federal-register-shard-19-p1901 | federal_register_api_recent_shard_19 | core_legal | federal_register_api_recent | https://www.federalregister.gov/api/v1/documents.json?page=1901 | Federal Register public data; verify collection-specific reuse before public redistribution |
batch-133-federal-register-shard-20-p2001 | federal_register_api_recent_shard_20 | core_legal | federal_register_api_recent | https://www.federalregister.gov/api/v1/documents.json?page=2001 | Federal Register public data; verify collection-specific reuse before public redistribution |
batch-133-federal-register-shard-21-p2101 | federal_register_api_recent_shard_21 | core_legal | federal_register_api_recent | https://www.federalregister.gov/api/v1/documents.json?page=2101 | Federal Register public data; verify collection-specific reuse before public redistribution |
batch-133-federal-register-shard-22-p2201 | federal_register_api_recent_shard_22 | core_legal | federal_register_api_recent | https://www.federalregister.gov/api/v1/documents.json?page=2201 | Federal Register public data; verify collection-specific reuse before public redistribution |
batch-133-federal-register-shard-23-p2301 | federal_register_api_recent_shard_23 | core_legal | federal_register_api_recent | https://www.federalregister.gov/api/v1/documents.json?page=2301 | Federal Register public data; verify collection-specific reuse before public redistribution |
batch-133-federal-register-shard-24-p2401 | federal_register_api_recent_shard_24 | core_legal | federal_register_api_recent | https://www.federalregister.gov/api/v1/documents.json?page=2401 | Federal Register public data; verify collection-specific reuse before public redistribution |
batch-102-rio-legislation-felipeoes | felipeoes_rio_de_janeiro_state_legislation | core_legal | felipeoes_rio_de_janeiro_state_legislation | https://huggingface.co/datasets/felipeoes/rio_de_janeiro_state_legislation | source-specific terms; verify upstream card before public redistribution |
Limitations
- This is raw data, not sanitized public-release text. It may contain personal data, sensitive facts, OCR noise, HTML/XML boilerplate, parser artifacts, duplicates inside upstream sources, and jurisdiction-specific restrictions.
- Open web or public access does not automatically mean unrestricted redistribution. Upstream license and terms must be checked for each use case.
- This dataset is not legal advice and is not an authoritative legal archive. Consult the official upstream source for legal use.
- Some active batches may be present locally before verified upload; only ledger-verified uploads should be treated as uploaded.
Takedown / Removal Requests
If a file or record should be removed, open a request with the dataset path, batch ID, source path or record identifier, and reason for removal. The preserved provenance fields are intended to make removal and source-level auditing practical.
Recent Verified Uploads
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