Pith Number

pith:FCHRZ4DC

pith:2024:FCHRZ4DC2MA7JCS5TDTFN35CA2

not attested not anchored not stored refs pending

Text2Cypher: Bridging Natural Language and Graph Databases

Gianandrea Minneci, Jon Besga, Leila Messallem, Makbule Gulcin Ozsoy

arxiv:2412.10064 v1 · 2024-12-13 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FCHRZ4DC2MA7JCS5TDTFN35CA2}

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

3 papers in Pith

CYGNET: Cypher Gate for Neural Execution Triage and Cost Containment

KG2Cypher: Data-Centric Pipeline for Building Enterprise Text-to-Cypher Systems

When LLM Agents Meet Graph Optimization: An Automated Data Quality Improvement Approach

Receipt and verification

First computed	2026-07-05T09:48:46.471736Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

288f1cf062d301f48a5d98e656efa2069ae35633d9a7f7a2552c05c262c42c92

Aliases

arxiv: 2412.10064 · arxiv_version: 2412.10064v1 · doi: 10.48550/arxiv.2412.10064 · pith_short_12: FCHRZ4DC2MA7 · pith_short_16: FCHRZ4DC2MA7JCS5 · pith_short_8: FCHRZ4DC

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/FCHRZ4DC2MA7JCS5TDTFN35CA2 \
  | 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: 288f1cf062d301f48a5d98e656efa2069ae35633d9a7f7a2552c05c262c42c92

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "637ea104dadb15d7730de706314e1d4418f35f82e1d56fe897eee3cfe2f5fc86",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-13T11:50:51Z",
    "title_canon_sha256": "be723d83b6b79a75a3ae7af77f30dc0eb76c987a906dca00848cb5b45c5d5afd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10064",
    "kind": "arxiv",
    "version": 1
  }
}