Pith Number

pith:NGZBEBEM

pith:2025:NGZBEBEMFIM364VACAFV72GD5P

not attested not anchored not stored refs pending

SAMGPT: Text-free Graph Foundation Model for Multi-domain Pre-training and Cross-domain Adaptation

Chang Zhou, Hui Zhang, Xingtong Yu, Yuan Fang, Zechuan Gong

arxiv:2502.05424 v2 · 2025-02-08 · cs.CL · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NGZBEBEMFIM364VACAFV72GD5P}

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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

Towards Text-free Graph Foundation Models: Rethinking Multi-Domain Graph Contrastive Learning

Receipt and verification

First computed	2026-07-05T10:47:57.257468Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

69b212048c2a19bf72a0100b5fe8c3ebca3968b131adf3dceb50d9a2da33aeed

Aliases

arxiv: 2502.05424 · arxiv_version: 2502.05424v2 · doi: 10.48550/arxiv.2502.05424 · pith_short_12: NGZBEBEMFIM3 · pith_short_16: NGZBEBEMFIM364VA · pith_short_8: NGZBEBEM

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/NGZBEBEMFIM364VACAFV72GD5P \
  | 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: 69b212048c2a19bf72a0100b5fe8c3ebca3968b131adf3dceb50d9a2da33aeed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c46570d6b23167324b46c0884fda0ab5da51e3e3bb6ad9215f600a0aafab3aec",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-08T03:24:25Z",
    "title_canon_sha256": "5854266a6647bf2125d6df9d316d41b2773f67387fb1282dd5f27b6659d98a89"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.05424",
    "kind": "arxiv",
    "version": 2
  }
}