| { |
| "schema_version": "country-laws-ir-graphrag/v1", |
| "layout_family": "skillcenter-huggingface-release/v3", |
| "packager_version": "0.5.0", |
| "primary_key": "entry_cid", |
| "dataset_id": "endomorphosis/ipfs_libya_laws", |
| "dataset_repo_id": "justicedao/ipfs_libya_laws_ir", |
| "dataset_revision": "d46fc6a85eaa4d39efa4aa66c1d6c284a5ab6447", |
| "country": { |
| "slug": "libya", |
| "repo": "endomorphosis/ipfs_libya_laws", |
| "name": "Libya", |
| "indexable": true, |
| "skip_reason": null |
| }, |
| "disclaimer": "Research snapshot. Not legal advice. The official gazette / authentic source prevails.", |
| "bm25": { |
| "k1": 1.2, |
| "b": 0.75, |
| "title_weight": 5.0, |
| "body_weight": 1.0, |
| "average_document_length": 386.13324538258576, |
| "tokenizer": "hf-graphrag-bm25-tokens/v1", |
| "max_query_terms": 64, |
| "posting_rows_per_record": 4096, |
| "terms_per_shard": 4096 |
| }, |
| "counts": { |
| "bm25_document_chunks": 1, |
| "bm25_documents": 758, |
| "bm25_keyword_shards": 4, |
| "bm25_posting_rows": 15202, |
| "bm25_postings": 33741, |
| "bm25_terms": 15202, |
| "corpus_chunks": 1, |
| "corpus_rows": 758, |
| "graph_edge_chunks": 0, |
| "graph_edges": 5306, |
| "graph_incoming_adjacency_edges": 0, |
| "graph_incoming_adjacency_rows": 0, |
| "graph_incoming_adjacency_shards": 0, |
| "graph_node_chunks": 0, |
| "graph_nodes": 975, |
| "graph_outgoing_adjacency_edges": 0, |
| "graph_outgoing_adjacency_rows": 0, |
| "graph_outgoing_adjacency_shards": 0, |
| "vector_chunks": 1, |
| "vector_rows": 758, |
| "n_laws": 69, |
| "n_articles": 689, |
| "bm25_token_instances": 292689 |
| }, |
| "parquet": { |
| "compression": "zstd", |
| "compression_level": 6, |
| "max_rows_per_file": 4096, |
| "row_group_size": 4096, |
| "query_engine": "duckdb" |
| }, |
| "graph": { |
| "adjacency_pointers_per_row": 4096, |
| "adjacency_pointers_per_shard": 8192, |
| "directions": [ |
| "incoming", |
| "outgoing" |
| ], |
| "max_remote_walk_depth": 8, |
| "ordering": "score_desc_nulls_last", |
| "edge_types": [ |
| "HAS_JURISDICTION", |
| "HAS_LANGUAGE", |
| "BELONGS_TO_LAW", |
| "HAS_ARTICLE", |
| "BM25_NEIGHBOR_OF" |
| ] |
| }, |
| "vector": { |
| "model_name": "thenlper/gte-small", |
| "dimension": 384, |
| "similarity": "cosine", |
| "assignment": "recursive_spherical_kmeans", |
| "layout": "semantic_centroid_groups", |
| "rows_sorted_by": "cosine_similarity_to_shard_centroid_desc", |
| "max_rows_per_chunk": 4096, |
| "max_rows_per_centroid": 8192, |
| "max_shards_per_centroid": 2, |
| "default_probe_centroids": 1, |
| "centroid_count": 1, |
| "shard_count": 1, |
| "n_vectors": 758, |
| "status": "embedded" |
| }, |
| "canonical_fields": [ |
| "entry_cid", |
| "law_cid", |
| "record_type", |
| "jurisdiction", |
| "language", |
| "instrument_id", |
| "instrument_title", |
| "article_number", |
| "article_title", |
| "title", |
| "body", |
| "source_url", |
| "snapshot_date", |
| "coverage", |
| "license", |
| "collector", |
| "source_dataset", |
| "source_revision" |
| ], |
| "input_sha256": { |
| "laws.parquet": "287c69f712386f9e5d5d17e84c0934b40fcfabbef472d6a49b90cae303d44253", |
| "articles.parquet": "d460260fd482656ba74cbf76d56346cec6f4fd86ec0235f5fd495c5fa02e00f1" |
| }, |
| "model_id": "thenlper/gte-small", |
| "cid": { |
| "codec": "raw", |
| "hash": "sha2-256", |
| "multibase": "base32", |
| "payload": "json.dumps(obj, sort_keys=True, ensure_ascii=False, separators=(',', ':')).encode('utf-8')" |
| }, |
| "normalization": { |
| "source_dataset": "endomorphosis/ipfs_libya_laws", |
| "source_revision": "d46fc6a85eaa4d39efa4aa66c1d6c284a5ab6447", |
| "laws_sha256": "287c69f712386f9e5d5d17e84c0934b40fcfabbef472d6a49b90cae303d44253", |
| "articles_sha256": "d460260fd482656ba74cbf76d56346cec6f4fd86ec0235f5fd495c5fa02e00f1", |
| "n_laws_in": 69, |
| "n_articles_in": 692, |
| "unit": "law+article", |
| "article_law_coverage": 10.028985507246377, |
| "sparse_article_fallback": false, |
| "drops": { |
| "empty_body": 0, |
| "missing_instrument": 0, |
| "duplicate_cid": 3, |
| "duplicate_source_kept_first": 3 |
| }, |
| "drop_samples": { |
| "empty_body": [], |
| "missing_instrument": [], |
| "duplicate_cid": [ |
| "ly-jo_102_1762435769-1", |
| "ly-jo_102_1762435769-3", |
| "ly-jo_102_1762435769-4" |
| ] |
| }, |
| "language_breakdown": { |
| "ar": 753, |
| "en": 5 |
| }, |
| "quality_flags": { |
| "articles_table_empty": false, |
| "sparse_article_fallback": false, |
| "article_law_coverage": 10.028985507246377, |
| "all_source_article_counts_zero": false, |
| "article_extraction_status_counts": { |
| "missing": 56 |
| }, |
| "missing_date": false, |
| "missing_date_issued": false, |
| "eli_present": false, |
| "never_invented_legal_text": true, |
| "empty_bodies_dropped": 0, |
| "duplicate_cids_dropped": 3 |
| }, |
| "schema_surprises": [ |
| "laws.article_count dtype=int64", |
| "laws.eli non-null=0/69", |
| "laws.language values=['ar', 'en']" |
| ], |
| "n_out": 758, |
| "never_invented_legal_text": true, |
| "n_reconstructed_parents": 0, |
| "n_reconstructed_truncated": 0, |
| "n_reconstructed_stubs": 0, |
| "n_empty_parents_with_articles_not_reconstructed": 0, |
| "n_before_dedupe": 761, |
| "n_law_rows": 69, |
| "n_child_rows": 689, |
| "n_instruments": 69, |
| "n_dropped_total": 3, |
| "record_type_breakdown": { |
| "article": 689, |
| "law": 69 |
| }, |
| "jurisdiction_breakdown": { |
| "LY": 758 |
| }, |
| "snapshot_dates": [ |
| "2026-09-15", |
| "2026-09-18" |
| ], |
| "heading_language_counts": { |
| "ar": 143, |
| "en": 313, |
| "fr": 1, |
| "yo": 1 |
| }, |
| "heading_language_majority": "en", |
| "document_language_majority": "ar", |
| "verification": { |
| "schema_version": "country-laws-normalize-verify/v1", |
| "slug": "", |
| "admitted": true, |
| "n_checks": 10, |
| "n_failed": 0, |
| "failed_ids": [], |
| "checks": [ |
| { |
| "id": "nonempty_corpus", |
| "severity": "fail", |
| "passed": true, |
| "message": "normalized corpus has rows", |
| "evidence": { |
| "n_out": 758, |
| "n_dropped": 3 |
| } |
| }, |
| { |
| "id": "entry_cid_unique", |
| "severity": "fail", |
| "passed": true, |
| "message": "every row has a unique entry_cid", |
| "evidence": { |
| "missing": 0, |
| "empty": 0, |
| "duplicate": 0 |
| } |
| }, |
| { |
| "id": "never_invented_legal_text", |
| "severity": "fail", |
| "passed": true, |
| "message": "normalizer did not invent legal text", |
| "evidence": { |
| "never_invented_legal_text": true |
| } |
| }, |
| { |
| "id": "html_residual", |
| "severity": "fail", |
| "passed": true, |
| "message": "HTML tags stripped from legal bodies", |
| "evidence": { |
| "n_bodies": 758, |
| "n_with_tags": 2, |
| "fraction": 0.002638522427440633, |
| "samples": [ |
| "BT /F1 14.000 Tf ET\n%PDF-1.4\n%\n0.000 G\n1.000 g\n/GS1 gs\n0.567 w\n0 Tr\n[] 0 d\n3 0 obj\n<>\n/Contents 4 0 R>>\nendobj\n4 0 obj\n<", |
| "BT /F1 14.000 Tf ET\n%PDF-1.4\n%\n0.000 G\n1.000 g\n/GS1 gs\n0.567 w\n0 Tr\n[] 0 d\n3 0 obj\n<>\n/Contents 4 0 R>>\nendobj\n4 0 obj\n<" |
| ] |
| } |
| }, |
| { |
| "id": "short_bodies", |
| "severity": "warn", |
| "passed": true, |
| "message": "most legal units have usable body length", |
| "evidence": { |
| "n_short": 3, |
| "n_bodies": 758, |
| "fraction": 0.00395778364116095 |
| } |
| }, |
| { |
| "id": "parent_laws", |
| "severity": "warn", |
| "passed": true, |
| "message": "parent instruments present (69 law rows from 69 source laws)", |
| "evidence": { |
| "n_laws_in": 69, |
| "n_law_rows": 69 |
| } |
| }, |
| { |
| "id": "reconstruction_grounded", |
| "severity": "fail", |
| "passed": true, |
| "message": "reconstructed parents match child glue", |
| "evidence": { |
| "checked": 0, |
| "mismatches": 0, |
| "samples": [] |
| } |
| }, |
| { |
| "id": "empty_parents_with_articles", |
| "severity": "fail", |
| "passed": true, |
| "message": "eligible empty parents all have law rows", |
| "evidence": { |
| "n_empty_parents_with_articles_not_reconstructed": 0 |
| } |
| }, |
| { |
| "id": "legal_structure", |
| "severity": "warn", |
| "passed": true, |
| "message": "retrieval units are structured (law+article, coverage=0.91)", |
| "evidence": { |
| "unit": "law+article", |
| "structured_rows": 689, |
| "coverage": 0.9089709762532981 |
| } |
| }, |
| { |
| "id": "heading_language", |
| "severity": "warn", |
| "passed": true, |
| "message": "heading lexicon majority is en but documents are ar; review samples before trusting structure", |
| "evidence": { |
| "document_language": "ar", |
| "heading_language": "en", |
| "heading_counts": { |
| "ar": 143, |
| "en": 313, |
| "fr": 1, |
| "yo": 1 |
| } |
| } |
| } |
| ], |
| "blocks_graphrag": false |
| } |
| }, |
| "schema_mapping": { |
| "laws": { |
| "id": "instrument_id", |
| "title": "instrument_title", |
| "text": "body", |
| "article_count_dtype_source": "int64" |
| }, |
| "articles": { |
| "id": "source_id / article identity", |
| "law_id": "instrument_id", |
| "title": "article_title", |
| "text": "body" |
| }, |
| "unit_policy": "prefer articles; fall back to law-level when articles empty", |
| "required_law_columns": [ |
| "id", |
| "title", |
| "text" |
| ], |
| "required_article_columns": [ |
| "id", |
| "law_id", |
| "title", |
| "text" |
| ], |
| "fail_closed": true, |
| "notes": "Malta and Germany share the same column names. Drift: Malta article_count is int64, Germany article_count is int32; Germany eli is often null. Identifiers are never invented. Layout matches SkillCenter HF release / publicus-ir family." |
| }, |
| "indexes": { |
| "bm25_document_chunks": { |
| "cid": "bafkreiasdkr2bulfgyvsyjh6sy5d7wcmk5hu3jpuz7xqjftzg72mqx255i", |
| "sha256": "121aa3a0d165362b2c24fe963a3fd84c574f4da5f4cfef04967937f4c85f5dea", |
| "size_bytes": 4577, |
| "relative_path": "indexes/bm25_document_chunks.parquet" |
| }, |
| "bm25_keyword_shards": { |
| "cid": "bafkreihisiogcl7ovj75xhlyamsurd5h2nhqolegkywmfmd5g6pv7vk4ga", |
| "sha256": "e8921c612feeaa7fdb9d780325488fa7d34f072c86562cc2b07d379f5fd55c30", |
| "size_bytes": 5215, |
| "relative_path": "indexes/bm25_keyword_shards.parquet" |
| }, |
| "corpus_chunks": { |
| "cid": "bafkreigsb4orxdcja5bi4y34z5oty4boiboffqgknegsn7yfnwheu7xj5i", |
| "sha256": "d20f1d1b8c4907428e637ccf5d3c702e405c52c0ca690d26ff056d8e4a7ee9ea", |
| "size_bytes": 8604, |
| "relative_path": "indexes/corpus_chunks.parquet" |
| }, |
| "graph_edge_chunks": { |
| "cid": "bafkreiduwogamxenh7god4em73hum3nrmaenr5dbwxfrbwmxp57n4ohxti", |
| "sha256": "74b38c065c8d3fcce1f08cfecf466db16008d8f461b5cb10d9977f7ede38f79a", |
| "size_bytes": 5001, |
| "relative_path": "indexes/graph_edge_chunks.parquet" |
| }, |
| "graph_incoming_adjacency": { |
| "relative_path": "indexes/graph_incoming_adjacency.parquet", |
| "present": false |
| }, |
| "graph_node_chunks": { |
| "cid": "bafkreibpk5shhxmp3eqt2p6cl467h7cylzknf7xdk67zhvpxec476agycq", |
| "sha256": "2f576473dd8fd9213d3fc25f3df3fc585e54d2fee357bf93d5f720b9ff00d814", |
| "size_bytes": 4768, |
| "relative_path": "indexes/graph_node_chunks.parquet" |
| }, |
| "graph_outgoing_adjacency": { |
| "relative_path": "indexes/graph_outgoing_adjacency.parquet", |
| "present": false |
| }, |
| "vector_chunks": { |
| "cid": "bafkreif3appqm6kez3v5w2bmbpfje6u22evmcxmjm6kg7pgae7ttdph4eq", |
| "sha256": "bb03df067944ceebdb682c0bca927a9ad12ac15d8967946fbcc027e731bcfc24", |
| "size_bytes": 18051, |
| "relative_path": "indexes/vector_chunks.parquet" |
| } |
| }, |
| "source": { |
| "source_dataset": "endomorphosis/ipfs_libya_laws", |
| "source_revision": "d46fc6a85eaa4d39efa4aa66c1d6c284a5ab6447", |
| "laws_path": "/home/barberb/.ipfs_datasets/country-laws-ir/cache/hf/datasets--endomorphosis--ipfs_libya_laws/snapshots/d46fc6a85eaa4d39efa4aa66c1d6c284a5ab6447/data/laws.parquet", |
| "articles_path": "/home/barberb/.ipfs_datasets/country-laws-ir/cache/hf/datasets--endomorphosis--ipfs_libya_laws/snapshots/d46fc6a85eaa4d39efa4aa66c1d6c284a5ab6447/data/articles.parquet", |
| "laws_sha256": "287c69f712386f9e5d5d17e84c0934b40fcfabbef472d6a49b90cae303d44253", |
| "articles_sha256": "d460260fd482656ba74cbf76d56346cec6f4fd86ec0235f5fd495c5fa02e00f1", |
| "n_laws_source": 69, |
| "n_articles_source": 692, |
| "laws_columns": [ |
| "id", |
| "title", |
| "text", |
| "source_url", |
| "source_type", |
| "jurisdiction", |
| "country", |
| "language", |
| "eli", |
| "date", |
| "date_issued", |
| "retrieved_at", |
| "license", |
| "law_status", |
| "identifier", |
| "official_identifier", |
| "article_count", |
| "json_path", |
| "metadata_json" |
| ], |
| "articles_columns": [ |
| "law_id", |
| "id", |
| "title", |
| "text", |
| "source_url", |
| "document_number", |
| "article_number", |
| "record_type", |
| "metadata_json" |
| ], |
| "article_count_dtype": "int64", |
| "schema_surprises": [ |
| "laws.article_count dtype=int64", |
| "laws.eli non-null=0/69", |
| "laws.language values=['ar', 'en']" |
| ] |
| }, |
| "incremental": { |
| "kind": "full_rebuild", |
| "mode": "auto", |
| "reason": "operator forced full rebuild", |
| "source_revision": "d46fc6a85eaa4d39efa4aa66c1d6c284a5ab6447", |
| "prior_revision": "d46fc6a85eaa4d39efa4aa66c1d6c284a5ab6447", |
| "source_fingerprint": "d46fc6a85eaa4d39efa4aa66c1d6c284a5ab6447|287c69f712386f9e5d5d17e84c0934b40fcfabbef472d6a49b90cae303d44253|d460260fd482656ba74cbf76d56346cec6f4fd86ec0235f5fd495c5fa02e00f1", |
| "prior_fingerprint": "d46fc6a85eaa4d39efa4aa66c1d6c284a5ab6447|287c69f712386f9e5d5d17e84c0934b40fcfabbef472d6a49b90cae303d44253|d460260fd482656ba74cbf76d56346cec6f4fd86ec0235f5fd495c5fa02e00f1", |
| "delta": { |
| "n_added": 758, |
| "n_removed": 689, |
| "n_unchanged": 0, |
| "prior_count": 689, |
| "current_count": 758, |
| "changed_ratio": 1.0, |
| "equivalent_to_full": true, |
| "added_cids_sample": [ |
| "bafkreia23jn7focwfdfnn6zkoz7w2elyf4lnksigofgqojl2cqmld64kpy", |
| "bafkreia2hozpc7hd7zodmunrotupps4yisul5iejytnpmxlsicls2ftsby", |
| "bafkreia2s6iozrqctijdtxnuukv3ektqv37kxmh6is3it3tegh7uq25mnq", |
| "bafkreia2vf3p72sqrbyv2gmefrpzshy55vnauukhlobzeiqpcyidp7vsba", |
| "bafkreia35s5t3hw6v3ihl746epvoogxmmez7bsabkt2cblfnqaty7ggd3i", |
| "bafkreia3sulwqm6pzgqdxm25mca4dq4rzzrcjefjwhmca54n47gm5cisli", |
| "bafkreia3vyreiyzrkxlahmerfeehfcihuw23oslm4lrmnnowveds32yro4", |
| "bafkreia4lljar3iniesc7jtspnlwr2bhvxvunxww2v5dgzabrkzj3evnzq" |
| ], |
| "removed_cids_sample": [ |
| "bafkreia2pq4n4el7jdhtl4eemh6hywju4pccmzixncjvue7pymh6ynpdrm", |
| "bafkreia2r7ff53jw5tyr7u5waob5bj23hegjxotq7wpk53ej7xakddgosm", |
| "bafkreia2r7ixien6w7wyhvzy6d3kq36bqxyura7tnypa4bhxq3l5x6f7qu", |
| "bafkreia2ws6ph4mg3v7h636652e3vnxo63dl43u3bqz2rfqrrukahqhlz4", |
| "bafkreia3denua554v62pxuwx4o3aqgjhcpss5r5ntd5msiyoaxogp26j7m", |
| "bafkreia4cvhz4ngcaqup7tswr4sawiinymvt73odugpojmhdf522bqkx5e", |
| "bafkreia4qdfvaotudqjacl3tzyspy2sowxiwjyvoao5jj6ffxwsikvzrzq", |
| "bafkreia4slsmnhhrq2fx3bj5svedcszqv2lub2w25rpznwziyzrrnr7z5m" |
| ] |
| }, |
| "reuse_embeddings": false, |
| "skip_build": false, |
| "equivalent_to_full": true, |
| "schema_version": "country-laws-ir-graphrag/v1", |
| "vectors": { |
| "n_docs": 758, |
| "n_reused": 0, |
| "n_encoded": 758, |
| "n_missing": 0, |
| "model_name": "thenlper/gte-small", |
| "model_revision": "17e1f347d17fe144873b1201da91788898c639cd", |
| "dimension": 384, |
| "status": "merged", |
| "device": "cuda", |
| "device_fallback": false |
| } |
| }, |
| "sparse": { |
| "engine": "hf_graphrag", |
| "schema_version": "country-laws-ir-graphrag/v1", |
| "bm25": { |
| "bm25": { |
| "average_document_length": 386.13324538258576, |
| "b": 0.75, |
| "body_weight": 1.0, |
| "k1": 1.2, |
| "max_query_terms": 64, |
| "posting_rows_per_record": 4096, |
| "terms_per_shard": 4096, |
| "title_weight": 5.0, |
| "tokenizer": "hf-graphrag-bm25-tokens/v1" |
| }, |
| "configs": { |
| "bm25_documents": "data/bm25/documents/*.parquet", |
| "bm25_postings": "data/bm25/postings/*.parquet", |
| "bm25_keyword_index": "indexes/bm25_keyword_shards.parquet" |
| }, |
| "counts": { |
| "bm25_document_chunks": 1, |
| "bm25_documents": 758, |
| "bm25_keyword_shards": 4, |
| "bm25_posting_rows": 15202, |
| "bm25_postings": 33741, |
| "bm25_terms": 15202, |
| "bm25_token_instances": 292689 |
| }, |
| "indexes": { |
| "bm25_document_chunks": { |
| "cid": "bafkreiasdkr2bulfgyvsyjh6sy5d7wcmk5hu3jpuz7xqjftzg72mqx255i", |
| "relative_path": "indexes/bm25_document_chunks.parquet", |
| "row_count": 1, |
| "sha256": "121aa3a0d165362b2c24fe963a3fd84c574f4da5f4cfef04967937f4c85f5dea", |
| "size_bytes": 4577 |
| }, |
| "bm25_keyword_shards": { |
| "cid": "bafkreihisiogcl7ovj75xhlyamsurd5h2nhqolegkywmfmd5g6pv7vk4ga", |
| "relative_path": "indexes/bm25_keyword_shards.parquet", |
| "row_count": 4, |
| "sha256": "e8921c612feeaa7fdb9d780325488fa7d34f072c86562cc2b07d379f5fd55c30", |
| "size_bytes": 5215 |
| } |
| }, |
| "schema_version": "hf-graphrag-bm25-layout/v1" |
| }, |
| "graph": { |
| "node_count": 975, |
| "edge_count": 5306, |
| "adjacency": "data/graph/adjacency/{out,in}/*.parquet" |
| }, |
| "sqlite": false, |
| "query_engine": "duckdb" |
| } |
| } |
|
|
