Pith Number

pith:MB7VTEYW

pith:2023:MB7VTEYWKOS35ZGEZQSDSHJUGI

not attested not anchored not stored refs pending

Graph Neural Prompting with Large Language Models

Fang Wang, Haozhu Wang, Huan Song, Nitesh V. Chawla, Panpan Xu, Yijun Tian, Zichen Wang, Ziqing Hu

arxiv:2309.15427 v2 · 2023-09-27 · cs.CL · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{MB7VTEYWKOS35ZGEZQSDSHJUGI}

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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

1 paper in Pith

GraphMind: Theorem Selection and Conclusion Generation Framework with Dynamic GNN for LLM Reasoning

Receipt and verification

First computed	2026-07-05T07:28:45.916521Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

607f59931653a5bee4c4cc24391d3432043aaa8aa28ab16f695bb1a27df3ad6c

Aliases

arxiv: 2309.15427 · arxiv_version: 2309.15427v2 · doi: 10.48550/arxiv.2309.15427 · pith_short_12: MB7VTEYWKOS3 · pith_short_16: MB7VTEYWKOS35ZGE · pith_short_8: MB7VTEYW

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/MB7VTEYWKOS35ZGEZQSDSHJUGI \
  | 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: 607f59931653a5bee4c4cc24391d3432043aaa8aa28ab16f695bb1a27df3ad6c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c04c74482145538c66786dfc6fd47a65ac2e1a5d155f8d04a3d0c3e39d8ceae6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-09-27T06:33:29Z",
    "title_canon_sha256": "e5c247d503d57ab2d15202af73fd585de9d67292dc51196700ef1109fd189ad5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.15427",
    "kind": "arxiv",
    "version": 2
  }
}