Pith Number

pith:ZB4K4QLJ

pith:2024:ZB4K4QLJNUCGIBOMCEV2KWSZPO

not attested not anchored not stored refs pending

LLMExplainer: Large Language Model based Bayesian Inference for Graph Explanation Generation

Dongsheng Luo, Hua Wei, Jennifer Neville, Jiaxing Zhang, Jiayi Liu

arxiv:2407.15351 v2 · 2024-07-22 · cs.LG · cs.AI · 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{ZB4K4QLJNUCGIBOMCEV2KWSZPO}

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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

From Nodes to Narratives: Explaining Graph Neural Networks with LLMs and Graph Context

Receipt and verification

First computed	2026-07-05T08:47:23.026287Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c878ae41696d046405cc112ba55a597bb109813ba9845c09777d9e150827bbe2

Aliases

arxiv: 2407.15351 · arxiv_version: 2407.15351v2 · doi: 10.48550/arxiv.2407.15351 · pith_short_12: ZB4K4QLJNUCG · pith_short_16: ZB4K4QLJNUCGIBOM · pith_short_8: ZB4K4QLJ

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/ZB4K4QLJNUCGIBOMCEV2KWSZPO \
  | 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: c878ae41696d046405cc112ba55a597bb109813ba9845c09777d9e150827bbe2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7e96cbdc69d81633849e3d34a01156ad357868278bd3e67b39f05cdca7307115",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-22T03:36:38Z",
    "title_canon_sha256": "2103f295637d3bb5c4fc0db5d277a35f5134bc11beb762ebf84d79dec0e9daec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.15351",
    "kind": "arxiv",
    "version": 2
  }
}