Pith Number

pith:XFR7ARZ6

pith:2020:XFR7ARZ6CINWXHDQYWJPBSKTOL

not attested not anchored not stored refs pending

Combining Label Propagation and Simple Models Out-performs Graph Neural Networks

Abhay Singh, Austin R. Benson, Horace He, Qian Huang, Ser-Nam Lim

arxiv:2010.13993 v2 · 2020-10-27 · cs.LG · cs.SI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XFR7ARZ6CINWXHDQYWJPBSKTOL}

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

3 papers in Pith

Graph Cascades: Contagion-Based Mesoscopic Rewiring for Structure-Aware Graph Machine Learning

AdvSynGNN: Structure-Adaptive Graph Neural Nets via Adversarial Synthesis and Self-Corrective Propagation

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

Receipt and verification

First computed	2026-07-05T01:48:30.346918Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b963f0473e121b6b9c70c592f0c95372e56f171f31e87c3cbc4f69e3b91e33e2

Aliases

arxiv: 2010.13993 · arxiv_version: 2010.13993v2 · doi: 10.48550/arxiv.2010.13993 · pith_short_12: XFR7ARZ6CINW · pith_short_16: XFR7ARZ6CINWXHDQ · pith_short_8: XFR7ARZ6

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/XFR7ARZ6CINWXHDQYWJPBSKTOL \
  | 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: b963f0473e121b6b9c70c592f0c95372e56f171f31e87c3cbc4f69e3b91e33e2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cdac06c4b0860bc291b58bec82bbf8a9a79a8d4edd02c4a283152036de08fa04",
    "cross_cats_sorted": [
      "cs.SI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-27T02:10:52Z",
    "title_canon_sha256": "e5af807aadcba60dd140bf1c8c9d35034a61ffdc03407bdb3087ae0f41c22771"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.13993",
    "kind": "arxiv",
    "version": 2
  }
}