Pith Number

pith:PMCTYCCH

pith:2022:PMCTYCCHGJKXYL2NJFIZNQYAFW

not attested not anchored not stored refs pending

Graph Neural Networks Intersect Probabilistic Graphical Models: A Survey

Chenqing Hua, Jie Fu, Qian Zhang, Sitao Luan

arxiv:2206.06089 v3 · 2022-05-24 · cs.AI · 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{PMCTYCCHGJKXYL2NJFIZNQYAFW}

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	2026-07-05T05:36:47.534495Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7b053c084732557c2f4d495196c3002d9cfa402ab1bee35de938cb70833fcf6b

Aliases

arxiv: 2206.06089 · arxiv_version: 2206.06089v3 · doi: 10.48550/arxiv.2206.06089 · pith_short_12: PMCTYCCHGJKX · pith_short_16: PMCTYCCHGJKXYL2N · pith_short_8: PMCTYCCH

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/PMCTYCCHGJKXYL2NJFIZNQYAFW \
  | 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: 7b053c084732557c2f4d495196c3002d9cfa402ab1bee35de938cb70833fcf6b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "948b0933b2f1d8864afcb0319e5de248d208347ff73367678a10ab5336af426d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2022-05-24T03:36:25Z",
    "title_canon_sha256": "f91bda760ee6b3ddfb08c43bcb064fd12d6ec495ea9d57884e46331fd10f5245"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.06089",
    "kind": "arxiv",
    "version": 3
  }
}