Pith Number

pith:EYLGG4ES

pith:2020:EYLGG4ES53XRJCWS5ZBLHODOGY

not attested not anchored not stored refs pending

Principal Neighbourhood Aggregation for Graph Nets

Dominique Beaini, Gabriele Corso, Luca Cavalleri, Petar Veli\v{c}kovi\'c, Pietro Li\`o

arxiv:2004.05718 v5 · 2020-04-12 · cs.LG · cs.CV · 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{EYLGG4ES53XRJCWS5ZBLHODOGY}

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

Enhancing LLMs for Graph Tasks via Graph-aware LoRA Generation

Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges

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

Receipt and verification

First computed	2026-07-05T02:20:54.190101Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2616637092eeef148ad2ee42b3b86e362fe40860b41f3a9518cb19179660518c

Aliases

arxiv: 2004.05718 · arxiv_version: 2004.05718v5 · doi: 10.48550/arxiv.2004.05718 · pith_short_12: EYLGG4ES53XR · pith_short_16: EYLGG4ES53XRJCWS · pith_short_8: EYLGG4ES

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/EYLGG4ES53XRJCWS5ZBLHODOGY \
  | 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: 2616637092eeef148ad2ee42b3b86e362fe40860b41f3a9518cb19179660518c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a0db22eed0bb19d6438b7ee2f51938d05b9ea20cda7cc2873e4e6c35d284d1e",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-04-12T23:30:00Z",
    "title_canon_sha256": "b273a0e05b6e55fefd2170b5dccce32cb0b4c49543d0b6cc7bc9ce8f6fac70e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2004.05718",
    "kind": "arxiv",
    "version": 5
  }
}