Pith Number

pith:X5PU23NK

pith:2022:X5PU23NKYSAG7ECQT57WBZ4DQV

not attested not anchored not stored refs pending

A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks

Ali Jadbabaie, William Wang, Xinyi Wu, Zhengdao Chen

arxiv:2212.10701 v2 · 2022-12-21 · cs.LG · cs.SI · stat.ML

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\usepackage{pith}
\pithnumber{X5PU23NKYSAG7ECQT57WBZ4DQV}

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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

Chordless Structure: A Pathway to Simple and Expressive GNNs

Receipt and verification

First computed	2026-07-05T05:46:52.997778Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bf5f4d6daac4806f90509f7f60e78385514b57ca83f5e1b1ec275393fe822298

Aliases

arxiv: 2212.10701 · arxiv_version: 2212.10701v2 · doi: 10.48550/arxiv.2212.10701 · pith_short_12: X5PU23NKYSAG · pith_short_16: X5PU23NKYSAG7ECQ · pith_short_8: X5PU23NK

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/X5PU23NKYSAG7ECQT57WBZ4DQV \
  | 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: bf5f4d6daac4806f90509f7f60e78385514b57ca83f5e1b1ec275393fe822298

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba86f370356c1068354b15fc4374bc59116156df9c2f5ebd0d5bb7ec6bff1033",
    "cross_cats_sorted": [
      "cs.SI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-21T00:33:59Z",
    "title_canon_sha256": "deb71e7661a07ef6752c11b72e897b9e5fc2f5ffe614c22a678d5c692282db79"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.10701",
    "kind": "arxiv",
    "version": 2
  }
}