Pith Number

pith:ENFOYBGL

pith:2024:ENFOYBGLWIXDZV3XZ2ZKLECZR7

not attested not anchored not stored refs pending

On the Utilization of Unique Node Identifiers in Graph Neural Networks

Amir Globerson, Carola-Bibiane Sch\"onlieb, Maya Bechler-Speicher, Moshe Eliasof, Ran Gilad-Bachrach

arxiv:2411.02271 v2 · 2024-11-04 · 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{ENFOYBGLWIXDZV3XZ2ZKLECZR7}

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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

Feature Augmentation of GNNs for ILPs: Local Uniqueness Suffices

Receipt and verification

First computed	2026-07-05T09:34:21.815654Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

234aec04cbb22e3cd777ceb2a590598fedeb8f612738e7fd0187c3025bafec8c

Aliases

arxiv: 2411.02271 · arxiv_version: 2411.02271v2 · doi: 10.48550/arxiv.2411.02271 · pith_short_12: ENFOYBGLWIXD · pith_short_16: ENFOYBGLWIXDZV3X · pith_short_8: ENFOYBGL

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/ENFOYBGLWIXDZV3XZ2ZKLECZR7 \
  | 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: 234aec04cbb22e3cd777ceb2a590598fedeb8f612738e7fd0187c3025bafec8c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "698c34372a60ef57e455752f89da3be089703c0cfcb959fd61142d3785ed289c",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-04T17:03:52Z",
    "title_canon_sha256": "b10f58d4093457b9318b5acdaaef529bc68599cf6ff0e6a80ce026aa260b1179"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.02271",
    "kind": "arxiv",
    "version": 2
  }
}