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Art. 59
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hf-graphrag-bm25-document/v1
Protokoll Nr. 6 vom 28. April 1983 zur Konvention zum Schutze der Menschenrechte und Grundfreiheiten über die Abschaffung der Todesstrafe
20
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1,447
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hf-graphrag-bm25-document/v1
Protocole n o 6 du 28 avril 1983 à la Convention de sauvegarde des droits de l'homme et des libertés fondamentales concernant l'abolition de la peine de mort
30
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1,069
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68
1,096
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hf-graphrag-bm25-document/v1
Protocollo n. 6 del 28 aprile 1983 alla Convenzione per la salvaguardia dei diritti dell'uomo e delle libertà fondamentali relativo all'abolizione della pena di morte
27
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69
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hf-graphrag-bm25-document/v1
Art. 1
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hf-graphrag-bm25-document/v1
Art. 2
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Art. 3
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Art. 4
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Art. 6
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Art. 8
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Art. 9
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law
hf-graphrag-bm25-document/v1
Protokoll Nr. 7 vom 22. November 1984 zur Konvention zum Schutze der Menschenrechte und Grundfreiheiten
15
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79
2,380
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hf-graphrag-bm25-document/v1
Protocole n o 7 du 22 novembre 1984 à la Convention de sauvegarde des droits de l'homme et des libertés fondamentales
22
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1,869
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80
1,889
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hf-graphrag-bm25-document/v1
Protocollo n. 7 del 22 novembre 1984 alla Convenzione per la salvaguardia dei diritti dell'uomo e delle libertà fondamentali
20
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126
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128
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hf-graphrag-bm25-document/v1
Art. 1
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82
145
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hf-graphrag-bm25-document/v1
Art. 1 Abs. 1 des BB vom 20. März 1987 ( AS 1988 1596 ).
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hf-graphrag-bm25-document/v1
Art. 2
2
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92
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Art. 3
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Art. 4
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hf-graphrag-bm25-document/v1
Artikel 5 findet weiter Anwendung unter Vorbehalt gewisser Übergangsbestimmungen des Ehegüterrechts (Art. 9, 9 a , 9 c , 9 d , 9 e , 10 und 10 a SchlT ZGB).
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Art. 6
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Art. 7
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2
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2,180
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law
hf-graphrag-bm25-document/v1
Protokoll Nr. 11 vom 11. Mai 1994 zur Konvention zum Schutze der Menschenrechte und Grundfreiheiten über die Umgestaltung des durch die Konvention eingeführten Kontrollmechanismus
25
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non_authoritative
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94
2,760
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article
hf-graphrag-bm25-document/v1
Protocole n o 11 du 11 mai 1994 à la convention de sauvegarde des Droits de l'Homme et des Libertés fondamentales portant restructuration du mécanisme de contrôle établie par la Convention
34
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2,137
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95
2,167
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article
hf-graphrag-bm25-document/v1
Protocollo n. 11 dell' 11 maggio 1994 alla Convenzione europea per la salvaguardia dei diritti dell'uomo e delle libertà fondamentali, che ristruttura il meccanismo di controllo istituito dalla Convenzione
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non_authoritative
66
664d8e87e63260dd18240dd4a63e010e38a3db30c65fdff20ce6ef6896410681
96
68
bafkreiapti2szzhmnust2khx2eg6biiswlcrl2xz3xvgttnzdb75s7dwbi
article
hf-graphrag-bm25-document/v1
Art. 1
2
ef0bb7e9cf874283ff300309b4a302b51b5c21f790a9b5ef22239e70921acb40
non_authoritative
7
616a3d3acf693a91446abc2bcec8e46cdd539d4966a44b03f42e712a38a4a946
97
14
bafkreih44e7r37qwhnugbhqnqs4popizfg5rhj5urrrlqccvmitxmyzhqa
article
hf-graphrag-bm25-document/v1
Artikel 1 Verpflichtung zur Achtung der Menschenrechte
7
be009b295eb7676f021c77de09f6c341866e376bfe975c0e25ee4fd26550fc62
non_authoritative
5
602d57cb84eb0fc6e7814595fedef2743237685695649162ac8d0862bb8b35f5
98
10
bafkreifftivugvbu2zq32i5uh7duwk7zz4djz6e4oyvsmr7zudypuwoeda
article
hf-graphrag-bm25-document/v1
Artikel 1 Schutz des Eigentums
5
a7abf6ef58cbe0dcdf5bc89c8b73becfd73f8efc64ed7d23a8b75f2bcf40f6f7
non_authoritative
7
c068cdee502120282454e3506f1a1ccaf49ae3be3ebcfab1eac19cc78c77d44d
99
14
bafkreihtvqeexmq5bczjvqovrbdk7o235swoasecotkdoykfaxea32poru
article
hf-graphrag-bm25-document/v1
Artikel 1 Verbot der Freiheitsentziehung wegen Schulden
7
f4429b0f2f46d601efe3a1fdb26827011a6f5e77428d4bcb0ac957fb83a39fc4
End of preview. Expand in Data Studio

Switzerland legislation IR (CID-keyed sparse GraphRAG)

Research retrieval release of endomorphosis/ipfs_switzerland_laws (revision 7f9da5c8665870636242b176cea65e29d4f7ef0b) 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 Switzerland 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_switzerland_laws_ir.

Counts

Field Value
Laws (corpus units) 20079
Articles (corpus units) 484241
Canonical docs 505867
BM25 terms 639326
BM25 postings 49494920
Graph nodes 566140
Graph edges 3541069
Vectors 505867 × 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_switzerland_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_switzerland_laws. CIDs identify local content; they do not prove public IPFS pinning.

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