Pith Number

pith:JSVIZ7Z2

pith:2024:JSVIZ7Z2U34KVUEYWVS4OIFRIE

not attested not anchored not stored refs pending

Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models

Chen Gong, Gholamreza Haffari, Linhao Luo, Shirui Pan, Yuan-Fang Li, Zicheng Zhao

arxiv:2410.13080 v2 · 2024-10-16 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JSVIZ7Z2U34KVUEYWVS4OIFRIE}

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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

7 papers in Pith

LLMs+Graphs: Toward Graph-Native, Synergistic AI Systems

RELOOP: Recursive Retrieval with Multi-Hop Reasoner and Planners for Heterogeneous QA

Retrieval-Augmented Generation with Graphs (GraphRAG)

Graph-Grounded Optimization: Rao-Family Metaheuristics, Classical OR, and SLM-Driven Formulation over Knowledge Graphs

Receipt and verification

First computed	2026-07-05T11:10:48.088344Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4caa8cff3aa6f8aad098b565c720b14136a590601b9fc6163579265ffd498330

Aliases

arxiv: 2410.13080 · arxiv_version: 2410.13080v2 · doi: 10.48550/arxiv.2410.13080 · pith_short_12: JSVIZ7Z2U34K · pith_short_16: JSVIZ7Z2U34KVUEY · pith_short_8: JSVIZ7Z2

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/JSVIZ7Z2U34KVUEYWVS4OIFRIE \
  | 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: 4caa8cff3aa6f8aad098b565c720b14136a590601b9fc6163579265ffd498330

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8521027843454bafa2493c58760effbbe149e3408b7470bc59009812a1ff88c6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-16T22:55:17Z",
    "title_canon_sha256": "415f97592e8aab2d9f60ca1557a27a27b0192573ee264aeb1d3da30e59946e57"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.13080",
    "kind": "arxiv",
    "version": 2
  }
}