Pith Number

pith:DIBV7PFC

pith:2025:DIBV7PFCHKYWOP3TSVVE4UQO2U

not attested not anchored not stored refs pending

Are Large Language Models In-Context Graph Learners?

Huizhe Zhang, Jintang Li, Liang Chen, Ruofan Wu, Yuchang Zhu, Zibin Zheng

arxiv:2502.13562 v1 · 2025-02-19 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DIBV7PFCHKYWOP3TSVVE4UQO2U}

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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

2 papers in Pith

Beyond One-Size-Fits-All: Adaptive Subgraph Denoising for Zero-Shot Graph Learning with Large Language Models

Rethinking Efficient Graph Coarsening via a Non-Selfishness Principle

Receipt and verification

First computed	2026-07-05T10:16:49.371710Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1a035fbca23ab1673f73956a4e520ed503cc5100e21aeafcf553356467abcfc7

Aliases

arxiv: 2502.13562 · arxiv_version: 2502.13562v1 · doi: 10.48550/arxiv.2502.13562 · pith_short_12: DIBV7PFCHKYW · pith_short_16: DIBV7PFCHKYWOP3T · pith_short_8: DIBV7PFC

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/DIBV7PFCHKYWOP3TSVVE4UQO2U \
  | 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: 1a035fbca23ab1673f73956a4e520ed503cc5100e21aeafcf553356467abcfc7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "872d9a64ce2ae8811994ded7d86cc59c583512cb0d29ab5d5068dd1b2ebb688f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-19T09:14:19Z",
    "title_canon_sha256": "312f4500bea7053023b7b86e559ca74aefbbab65c0b1698d4723d0efcb6c3fbc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.13562",
    "kind": "arxiv",
    "version": 1
  }
}