Pith Number

pith:67V3FI5V

pith:2024:67V3FI5V56DF7LPD77K3GEKSMG

not attested not anchored not stored refs pending

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning

Jianqing Liang, Jiye Liang, Min Chen, Xinkai Wei, Zhiqiang Wang

arxiv:2412.16218 v4 · 2024-12-18 · 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{67V3FI5V56DF7LPD77K3GEKSMG}

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	2026-07-05T10:40:15.656398Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f7ebb2a3b5ef865fade3ffd5b31152618707d3373e6b35801de5a2ef88eb8094

Aliases

arxiv: 2412.16218 · arxiv_version: 2412.16218v4 · doi: 10.48550/arxiv.2412.16218 · pith_short_12: 67V3FI5V56DF · pith_short_16: 67V3FI5V56DF7LPD · pith_short_8: 67V3FI5V

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/67V3FI5V56DF7LPD77K3GEKSMG \
  | 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: f7ebb2a3b5ef865fade3ffd5b31152618707d3373e6b35801de5a2ef88eb8094

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b44c62ac602e19af4a1cb235d0c65a17c61c654f38112e8071bb88adf439a259",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-18T09:20:12Z",
    "title_canon_sha256": "165947a94dd35445848ed719880da8816d139e52b0a89f0f6496e82672a44dbd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.16218",
    "kind": "arxiv",
    "version": 4
  }
}