Pith Number

pith:S3EDKI7F

pith:2023:S3EDKI7FSXK6FWATWKTHPKDOXC

not attested not anchored not stored refs pending

Understanding and Improving Deep Graph Neural Networks: A Probabilistic Graphical Model Perspective

Jiayuan Chen, Renjie Xie, Tianli Zhao, Wei Xu, Xiang Zhang, Yinfei Xu

arxiv:2301.10536 v1 · 2023-01-25 · 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{S3EDKI7FSXK6FWATWKTHPKDOXC}

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	2026-07-05T05:35:51.999861Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

96c83523e595d5e2d813b2a677a86eb8aa7bb61da241a26a83a492d0803ee4e2

Aliases

arxiv: 2301.10536 · arxiv_version: 2301.10536v1 · doi: 10.48550/arxiv.2301.10536 · pith_short_12: S3EDKI7FSXK6 · pith_short_16: S3EDKI7FSXK6FWAT · pith_short_8: S3EDKI7F

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/S3EDKI7FSXK6FWATWKTHPKDOXC \
  | 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: 96c83523e595d5e2d813b2a677a86eb8aa7bb61da241a26a83a492d0803ee4e2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "db81e9aa4fccc8eba33ad769c37997625cf6c0b1fa6ebe6d9221442d04593701",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-25T12:02:12Z",
    "title_canon_sha256": "975cc53c28b69040283ea0b3797d13a9983400ae05a0c072d99d7cfd3cc9fa83"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.10536",
    "kind": "arxiv",
    "version": 1
  }
}