Pith Number

pith:MGJHKIEF

pith:2024:MGJHKIEF73PIKX4E4U6KW2RF76

not attested not anchored not stored refs pending

Tokenphormer: Structure-aware Multi-token Graph Transformer for Node Classification

Leong Hou U, Pak Lon Ip, Rongqin Chen, Shenghui Zhang, Xuekai Wei, Zhaoqi Lu, Zijie Zhou

arxiv:2412.15302 v2 · 2024-12-19 · 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{MGJHKIEF73PIKX4E4U6KW2RF76}

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.

Receipt and verification

First computed	2026-07-05T10:47:34.822341Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6192752085fede855f84e53cab6a25ffa2203e4cfc585afdbce97b5f29e38bc5

Aliases

arxiv: 2412.15302 · arxiv_version: 2412.15302v2 · doi: 10.48550/arxiv.2412.15302 · pith_short_12: MGJHKIEF73PI · pith_short_16: MGJHKIEF73PIKX4E · pith_short_8: MGJHKIEF

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/MGJHKIEF73PIKX4E4U6KW2RF76 \
  | 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: 6192752085fede855f84e53cab6a25ffa2203e4cfc585afdbce97b5f29e38bc5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "19fd128ba5ea100714adb3571f9c43235f67425e22a2a9f6a97c8d91651a8850",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-19T10:44:18Z",
    "title_canon_sha256": "2feecdff157592cceb284874f2c53f241e21c61e2387467353e0066db74aaae5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.15302",
    "kind": "arxiv",
    "version": 2
  }
}