Pith Number

pith:PFM6GTZV

pith:2024:PFM6GTZVTR2DCQ7QHTLSDAUWRA

not attested not anchored not stored refs pending

Towards Versatile Graph Learning Approach: from the Perspective of Large Language Models

Huan Zhao, Jun Gao, Lanning Wei, Quanming Yao

arxiv:2402.11641 v2 · 2024-02-18 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PFM6GTZVTR2DCQ7QHTLSDAUWRA}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Graph2text or Graph2token: A Perspective of Large Language Models for Graph Learning

Receipt and verification

First computed	2026-07-05T07:48:34.824857Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7959e34f359c743143f03cd7218296883156e1d5219b511b6bc0407f8d81c3c3

Aliases

arxiv: 2402.11641 · arxiv_version: 2402.11641v2 · doi: 10.48550/arxiv.2402.11641 · pith_short_12: PFM6GTZVTR2D · pith_short_16: PFM6GTZVTR2DCQ7Q · pith_short_8: PFM6GTZV

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/PFM6GTZVTR2DCQ7QHTLSDAUWRA \
  | 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: 7959e34f359c743143f03cd7218296883156e1d5219b511b6bc0407f8d81c3c3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f72eda0b117148521a7d6cc928e4aeb15ec200e56b7341f991e55cf1abd555c3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-18T16:43:21Z",
    "title_canon_sha256": "792b180a43f157c985aa91639362780cee32db18a40c0d0eeaaecd2744fc2365"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.11641",
    "kind": "arxiv",
    "version": 2
  }
}