Pith Number

pith:H24KT3KL

pith:2021:H24KT3KL7QGRDP6YLRENV4ICZR

not attested not anchored not stored refs pending

Learning Theory Can (Sometimes) Explain Generalisation in Graph Neural Networks

Debarghya Ghoshdastidar, Leena Chennuru Vankadara, Pascal Mattia Esser

arxiv:2112.03968 v1 · 2021-12-07 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{H24KT3KL7QGRDP6YLRENV4ICZR}

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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

RPN 2: On Interdependence Function Learning Towards Unifying and Advancing CNN, RNN, GNN, and Transformer

Receipt and verification

First computed	2026-07-05T03:38:52.418598Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3eb8a9ed4bfc0d11bfd85c48daf102cc4740617e500fa83d0a3dacfdeda04a78

Aliases

arxiv: 2112.03968 · arxiv_version: 2112.03968v1 · doi: 10.48550/arxiv.2112.03968 · pith_short_12: H24KT3KL7QGR · pith_short_16: H24KT3KL7QGRDP6Y · pith_short_8: H24KT3KL

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/H24KT3KL7QGRDP6YLRENV4ICZR \
  | 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: 3eb8a9ed4bfc0d11bfd85c48daf102cc4740617e500fa83d0a3dacfdeda04a78

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bab1bc2f342799bf3510eb15773afcdeaafd505ee3616b9805487704a6cf2b84",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-12-07T20:06:23Z",
    "title_canon_sha256": "d886dd4f486ba8631410465d679fb50528953ba8e336138a00e2f9cf84cf5ecd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.03968",
    "kind": "arxiv",
    "version": 1
  }
}