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Arrêté du 20 juin 1994 étendant aux territoires de la Nouvelle-Calédonie, de la Polynésie française et des îles Wallis-et-Futuna les dispositions de l'arrêté du 25 juin 1990 fixant les catégories de prêts servant de base à l'application de l'article 1er de la loi nr. 66-1010 du 28 décembre 1966 relative à l'usure, aux ...
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Arrêté du 20 juin 1994 étendant aux territoires de la Nouvelle-Calédonie, de la Polynésie française et des îles Wallis-et-Futuna les dispositions de l'arrêté du 25 juin 1990 pris en application de l'article 2 du décret nr. 90-506 du 25 juin 1990 relatif à l'application de l'article 1er de la loi nr. 66-1010 du 28 décem...
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Arrêté du 16 septembre 1994 relatif à la délivrance de licences de pêche à des navires japonais dans la zone économique de Nouvelle-Calédonie
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hf-graphrag-bm25-document/v1
Article Annexe III
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95
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hf-graphrag-bm25-document/v1
Article Annexe IV
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708
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745
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hf-graphrag-bm25-document/v1
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article
hf-graphrag-bm25-document/v1
Article 133-1
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hf-graphrag-bm25-document/v1
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99
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article
hf-graphrag-bm25-document/v1
Article 134
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End of preview. Expand in Data Studio

New Caledonia legislation IR (CID-keyed sparse GraphRAG)

Research retrieval release of endomorphosis/ipfs_new_caledonia_laws (revision 2ebd9d96df6f9c545be7de982eea44a320e2c403) packaged as country-laws-ir-graphrag/v1 (layout family skillcenter-huggingface-release/v3 / publicus-ir).

Not legal advice. This is a research snapshot. The official gazette / authentic source of New Caledonia prevails over this corpus. Retrieved documents and graph edges are retrieval evidence only. No legal text was invented.

Primary key: entry_cid (CIDv1 raw sha2-256 of a canonical identity record). Integer document_index values are compact shard pointers, not identities.

Target Hub id (packaging metadata only): justicedao/ipfs_new_caledonia_laws_ir.

Counts

Field Value
Laws (corpus units) 3260
Articles (corpus units) 32972
Canonical docs 36233
BM25 terms 106357
BM25 postings 4722809
Graph nodes 46021
Graph edges 253631
Vectors 36233 × 384-d thenlper/gte-small (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.

Unit policy: prefer article/section rows; fall back to law-level when articles.parquet is empty.

Index layout

Zstandard parquet shards with at most 4,096 rows.

  • indexes/bm25_keyword_shards.parquet — lexical term ranges → BM25 posting shards
  • indexes/vector_chunks.parquet — semantic routing centroids (rows sorted by cosine to shard centroid)
  • indexes/corpus_chunks.parquet — document ranges → corpus shards
  • data/graph/nodes / data/graph/edges — property graph
  • data/graph/adjacency/{incoming,outgoing} — score-ordered neighbor pages

BM25: Okapi k1=1.2, b=0.75, title_weight=5, body_weight=1 (FTS5 unicode61-style tokenizer).

Graph: one node per entry_cid plus facet nodes (_facet_cid(kind, value) for jurisdiction, language, instrument, source, status). Neighbor edges BM25_NEIGHBOR_OF (k=8) carry score and matched terms. Structural edges: ARTICLE_OF (article → parent law) when articles exist, plus IDENTIFIED_BY_ELI / IDENTIFIED_BY only when those identifiers are present in the source.

Query

python scripts/query_country_laws_hf.py --local-dir . bm25 "constitution" --top-k 10
python scripts/query_country_laws_hf.py --local-dir . vector "money laundering" --top-k 10
python scripts/query_country_laws_hf.py --local-dir . graph neighbors <entry_cid>

Publish later (operator)

export HF_TOKEN=...   # never commit
hf upload-large-folder justicedao/ipfs_new_caledonia_laws_ir . \
  --repo-type dataset --no-private --num-workers 8 \
  --exclude "**/__pycache__/**" --exclude "**/*.pyc"

Provenance

Packaged by country-laws-ir. Upstream collector and official license remain those of endomorphosis/ipfs_new_caledonia_laws. CIDs identify local content; they do not prove public IPFS pinning.

Scrapers & normalizer

The scrapers and normalizer that produced this dataset are published in justicedao/world_law_scrapers (canonical schema: law_id, id, title, text, source_url, document_number, article_number, record_type, metadata_json, matching endomorphosis/ipfs_malta_laws).

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