Pith Number

pith:B4EHPZXA

pith:2024:B4EHPZXA5KD4T45MKT6Z3Q3UFP

not attested not anchored not stored refs pending

LLM-based SPARQL Query Generation from Natural Language over Federated Knowledge Graphs

Ana Claudia Sima, Jerven Bolleman, Severine Duvaud, Tarcisio Mendes de Farias, Vincent Emonet

arxiv:2410.06062 v4 · 2024-10-08 · cs.DB · cs.AI · cs.IR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B4EHPZXA5KD4T45MKT6Z3Q3UFP}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

6 papers in Pith

DeSQ: Decomposition-based SPARQL Query Generation

GraphMind: From Operational Traces to Self-Evolving Workflow Automation

mcp-proto-okn: Natural-language access to open scientific knowledge graphs through the Model Context Protocol

MUSEKG: A Knowledge Graph Over Museum Collections

GraphMind: From Operational Traces to Self-Evolving Workflow Automation

Receipt and verification

First computed	2026-07-05T10:12:01.457517Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f0877e6e0ea87c9f3ac54fd9dc3742bc4b7bff9350222632609d98ecb733561

Aliases

arxiv: 2410.06062 · arxiv_version: 2410.06062v4 · doi: 10.48550/arxiv.2410.06062 · pith_short_12: B4EHPZXA5KD4 · pith_short_16: B4EHPZXA5KD4T45M · pith_short_8: B4EHPZXA

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/B4EHPZXA5KD4T45MKT6Z3Q3UFP \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 0f0877e6e0ea87c9f3ac54fd9dc3742bc4b7bff9350222632609d98ecb733561

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9330d99d85afec4acbae2886397641be8922df7790c7c8502453f20e8582acb5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DB",
    "submitted_at": "2024-10-08T14:09:12Z",
    "title_canon_sha256": "43728f81d33e5bf25a3efe1b70b20ca8742175827d865deb2fa84d8158b59ef3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.06062",
    "kind": "arxiv",
    "version": 4
  }
}