Pith Number

pith:E7X4ITFA

pith:2025:E7X4ITFATI4T6HLEYRY2PR7ZCY

not attested not anchored not stored refs pending

On the Effectiveness of Random Weights in Graph Neural Networks

Beatrice Bevilacqua, Bruno Ribeiro, Carola-Bibiane Sch\"onlieb, Moshe Eliasof, Thu Bui

arxiv:2502.00190 v1 · 2025-01-31 · 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{E7X4ITFATI4T6HLEYRY2PR7ZCY}

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

2 papers in Pith

Half a Link can Be Enough to Predict a Whole Link: Understanding Generalization in Knowledge Graph Foundation Models

Mind the Unseen Mass: Unmasking LLM Hallucinations via Soft-Hybrid Alphabet Estimation

Receipt and verification

First computed	2026-07-05T10:08:30.460508Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

27efc44ca09a393f1d64c471a7c7f916077249820926ef861b73d6bcdeb91fee

Aliases

arxiv: 2502.00190 · arxiv_version: 2502.00190v1 · doi: 10.48550/arxiv.2502.00190 · pith_short_12: E7X4ITFATI4T · pith_short_16: E7X4ITFATI4T6HLE · pith_short_8: E7X4ITFA

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/E7X4ITFATI4T6HLEYRY2PR7ZCY \
  | 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: 27efc44ca09a393f1d64c471a7c7f916077249820926ef861b73d6bcdeb91fee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "274b3967e67633d2e36d8c0ae2d0c462418acaa932b0b1e69e5971464464ce4c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-31T22:13:24Z",
    "title_canon_sha256": "8e9fff1cf9a9653b6a03c75f59000db8a2f725d3a37c3f253c7d6627417cc12a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.00190",
    "kind": "arxiv",
    "version": 1
  }
}