Pith Number

pith:OROCPU55

pith:2019:OROCPU55TBRPS77J6VI2EY3DAC

not attested not anchored not stored refs pending

Understanding Graph Neural Networks with Generalized Geometric Scattering Transforms

Alexander Tong, Feng Gao, Guy Wolf, Matthew Hirn, Michael Perlmutter

arxiv:1911.06253 v5 · 2019-11-14 · stat.ML · 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{OROCPU55TBRPS77J6VI2EY3DAC}

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

Graph Neural Networks Are Not Continuous Across Graph Resolutions

Receipt and verification

First computed	2026-07-05T06:25:56.175256Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

745c27d3bd9862f97fe9f551a2636300a295d61e1849c3fee117c5d5729865ee

Aliases

arxiv: 1911.06253 · arxiv_version: 1911.06253v5 · doi: 10.48550/arxiv.1911.06253 · pith_short_12: OROCPU55TBRP · pith_short_16: OROCPU55TBRPS77J · pith_short_8: OROCPU55

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/OROCPU55TBRPS77J6VI2EY3DAC \
  | 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: 745c27d3bd9862f97fe9f551a2636300a295d61e1849c3fee117c5d5729865ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "596fa67deb34f7d77f184269cd2aa7d74d1c59817f6660cbcb0f2e1bbd8bf3d7",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-11-14T17:23:06Z",
    "title_canon_sha256": "b7af07bb6273d1a99e162480321e6f6f4de314cf03e490a65223730e49bd2cfe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.06253",
    "kind": "arxiv",
    "version": 5
  }
}