Pith Number

pith:374FZ3QV

pith:2022:374FZ3QVEZQHIFAP3A6XMPMB2L

not attested not anchored not stored refs pending

Scalable Spatiotemporal Graph Neural Networks

Andrea Cini, Cesare Alippi, Filippo Maria Bianchi, Ivan Marisca

arxiv:2209.06520 v2 · 2022-09-14 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{374FZ3QVEZQHIFAP3A6XMPMB2L}

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

Attention-based graph neural networks: a survey

Receipt and verification

First computed	2026-07-05T05:43:15.145393Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dff85cee15266074140fd83d763d81d2f42fed0ba3d085180837eb4ce14ef685

Aliases

arxiv: 2209.06520 · arxiv_version: 2209.06520v2 · doi: 10.48550/arxiv.2209.06520 · pith_short_12: 374FZ3QVEZQH · pith_short_16: 374FZ3QVEZQHIFAP · pith_short_8: 374FZ3QV

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/374FZ3QVEZQHIFAP3A6XMPMB2L \
  | 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: dff85cee15266074140fd83d763d81d2f42fed0ba3d085180837eb4ce14ef685

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e47869210da6a1570e15b0e1b66a0224e348f8f37a2185adf3283d7aaa1a42c3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-14T09:47:38Z",
    "title_canon_sha256": "628c2fff3fe5210dc1c44c068339aaa6d6973a8f7b80bae0d56d9b91f44db2a7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.06520",
    "kind": "arxiv",
    "version": 2
  }
}