Pith Number

pith:V4GMSUVP

pith:2020:V4GMSUVPLOZGJQ3WTHXFUT3ETU

not attested not anchored not stored refs pending

Generalization and Representational Limits of Graph Neural Networks

Stefanie Jegelka, Tommi Jaakkola, Vikas K. Garg

arxiv:2002.06157 v1 · 2020-02-14 · 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{V4GMSUVPLOZGJQ3WTHXFUT3ETU}

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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

2 papers in Pith

Neural Point-Forms

Probabilistic Graphical Model using Graph Neural Networks for Bayesian Inversion of Discrete Structural Component States

Receipt and verification

First computed	2026-07-05T00:40:50.731992Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af0cc952af5bb264c37699ee5a4f649d3d37da4bba010e1ac6773463b756e3c9

Aliases

arxiv: 2002.06157 · arxiv_version: 2002.06157v1 · doi: 10.48550/arxiv.2002.06157 · pith_short_12: V4GMSUVPLOZG · pith_short_16: V4GMSUVPLOZGJQ3W · pith_short_8: V4GMSUVP

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/V4GMSUVPLOZGJQ3WTHXFUT3ETU \
  | 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: af0cc952af5bb264c37699ee5a4f649d3d37da4bba010e1ac6773463b756e3c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f94c4a2cadd8997cd90838f83b79d0cd7cbe839a47183b839f5b035b1ac8d7dd",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-14T18:10:14Z",
    "title_canon_sha256": "d7c1c22ffc57e1f8760bbe591c0434a59426646fd42b845d443223f64d5a1402"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.06157",
    "kind": "arxiv",
    "version": 1
  }
}