Pith Number

pith:JH2VQJ57

pith:2024:JH2VQJ57KXOIVOMA7CMM3HKXDA

not attested not anchored not stored refs pending

Dual Reasoning: A GNN-LLM Collaborative Framework for Knowledge Graph Question Answering

Guangyi Liu, Quanming Yao, Yong Li, Yongqi Zhang

arxiv:2406.01145 v2 · 2024-06-03 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JH2VQJ57KXOIVOMA7CMM3HKXDA}

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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

3 papers in Pith

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

Retrieval-Augmented Generation with Graphs (GraphRAG)

EHRAG: Bridging Semantic Gaps in Lightweight GraphRAG via Hybrid Hypergraph Construction and Retrieval

Receipt and verification

First computed	2026-07-05T10:25:06.956214Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

49f55827bf55dc8ab980f898cd9d57180c0866eab99707ed7d35ce42ab363906

Aliases

arxiv: 2406.01145 · arxiv_version: 2406.01145v2 · doi: 10.48550/arxiv.2406.01145 · pith_short_12: JH2VQJ57KXOI · pith_short_16: JH2VQJ57KXOIVOMA · pith_short_8: JH2VQJ57

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/JH2VQJ57KXOIVOMA7CMM3HKXDA \
  | 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: 49f55827bf55dc8ab980f898cd9d57180c0866eab99707ed7d35ce42ab363906

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "50560ee175be2535e989933a4019d26a6b174f8e8ba7d175ee8278f6a9b58cdd",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-03T09:38:28Z",
    "title_canon_sha256": "c9486bc72467e660e7ba651256967de5bbe7fbdada1b290312cb786aa2a2d3b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.01145",
    "kind": "arxiv",
    "version": 2
  }
}