Pith Number

pith:GQJ2JEIC

pith:2022:GQJ2JEICYGAKE3KXDBY56GAYNE

not attested not anchored not stored refs pending

Graph Neural Networks are Inherently Good Generalizers: Insights by Bridging GNNs and MLPs

Chenxiao Yang, Jiahua Wang, Junchi Yan, Qitian Wu

arxiv:2212.09034 v4 · 2022-12-18 · 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{GQJ2JEICYGAKE3KXDBY56GAYNE}

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	2026-07-05T06:37:30.731427Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3413a49102c180a26d571871df1818693c6303ceb5e63c7a3a6c22480f0460ce

Aliases

arxiv: 2212.09034 · arxiv_version: 2212.09034v4 · doi: 10.48550/arxiv.2212.09034 · pith_short_12: GQJ2JEICYGAK · pith_short_16: GQJ2JEICYGAKE3KX · pith_short_8: GQJ2JEIC

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/GQJ2JEICYGAKE3KXDBY56GAYNE \
  | 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: 3413a49102c180a26d571871df1818693c6303ceb5e63c7a3a6c22480f0460ce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5ab366109a5ae7b426038e77eeb1432e8633ed3dca03818ea274417825b40049",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-18T08:17:32Z",
    "title_canon_sha256": "1e2531eb0c278108c69f5f08b8b1c1724f4ab95f798c9ef104a165a9a2d06efc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.09034",
    "kind": "arxiv",
    "version": 4
  }
}