Pith Number

pith:BQ4CDMDZ

pith:2021:BQ4CDMDZBDEHN7RCG76HCCVNEQ

not attested not anchored not stored refs pending

Large Scale Learning on Non-Homophilous Graphs: New Benchmarks and Strong Simple Methods

Derek Lim, Felix Hohne, Omkar Bhalerao, Ser-Nam Lim, Sijia Linda Huang, Vaishnavi Gupta, Xiuyu Li

arxiv:2110.14446 v1 · 2021-10-27 · cs.LG · cs.SI · 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{BQ4CDMDZBDEHN7RCG76HCCVNEQ}

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

Evaluating LLMs on Large-Scale Graph Property Estimation via Random Walks

Receipt and verification

First computed	2026-07-05T03:26:27.886801Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0c3821b07908c876fe2237fc710aad240dc2a8e1f6c4124c67959ef0174ee202

Aliases

arxiv: 2110.14446 · arxiv_version: 2110.14446v1 · doi: 10.48550/arxiv.2110.14446 · pith_short_12: BQ4CDMDZBDEH · pith_short_16: BQ4CDMDZBDEHN7RC · pith_short_8: BQ4CDMDZ

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/BQ4CDMDZBDEHN7RCG76HCCVNEQ \
  | 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: 0c3821b07908c876fe2237fc710aad240dc2a8e1f6c4124c67959ef0174ee202

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "88d13e29de44496e087d8437d0a285896458e35766af1f84905bb6b9d350532a",
    "cross_cats_sorted": [
      "cs.SI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-27T14:02:41Z",
    "title_canon_sha256": "cd98a35a3610f05bc6e0c5638277d50f97c89ffa46e18213e11387d3866a5f80"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.14446",
    "kind": "arxiv",
    "version": 1
  }
}