Pith Number

pith:LR5PKUOC

pith:2020:LR5PKUOCD63OQOYHZRVDY57RGK

not attested not anchored not stored refs pending

The Surprising Power of Graph Neural Networks with Random Node Initialization

\.Ismail \.Ilkan Ceylan, Martin Grohe, Ralph Abboud, Thomas Lukasiewicz

arxiv:2010.01179 v2 · 2020-10-02 · cs.LG · cs.AI · 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{LR5PKUOCD63OQOYHZRVDY57RGK}

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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

Collapsed Effective Operators for Higher-order Structures

Receipt and verification

First computed	2026-07-05T02:46:10.232962Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c7af551c21fb6e83b07cc6a3c77f132bb9bd7963000bdc157316bd5852f4b78

Aliases

arxiv: 2010.01179 · arxiv_version: 2010.01179v2 · doi: 10.48550/arxiv.2010.01179 · pith_short_12: LR5PKUOCD63O · pith_short_16: LR5PKUOCD63OQOYH · pith_short_8: LR5PKUOC

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/LR5PKUOCD63OQOYHZRVDY57RGK \
  | 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: 5c7af551c21fb6e83b07cc6a3c77f132bb9bd7963000bdc157316bd5852f4b78

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b0677bb189e27b461ff56760602f3bc598dce69690df6e36f0dd32a5d088e20f",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-02T19:53:05Z",
    "title_canon_sha256": "6dc9b8172e4e7ac8b740320441a1c56fc19e45750f4f2bae4e7cabf987aa6aa6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.01179",
    "kind": "arxiv",
    "version": 2
  }
}