Pith Number

pith:NGGKWGJU

pith:2022:NGGKWGJU5JUMIRCDUXBBFJDJSK

not attested not anchored not stored refs pending

On Classification Thresholds for Graph Attention with Edge Features

Anton Tsitsulin, Bryan Perozzi, Dake He, Kimon Fountoulakis, Shenghao Yang, Silvio Lattanzi

arxiv:2210.10014 v1 · 2022-10-18 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NGGKWGJU5JUMIRCDUXBBFJDJSK}

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.

Receipt and verification

First computed	2026-07-05T05:08:01.808068Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

698cab1934ea68c44443a5c212a46992bb1efe89c70380b15fec4f90ac10ad18

Aliases

arxiv: 2210.10014 · arxiv_version: 2210.10014v1 · doi: 10.48550/arxiv.2210.10014 · pith_short_12: NGGKWGJU5JUM · pith_short_16: NGGKWGJU5JUMIRCD · pith_short_8: NGGKWGJU

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/NGGKWGJU5JUMIRCDUXBBFJDJSK \
  | 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: 698cab1934ea68c44443a5c212a46992bb1efe89c70380b15fec4f90ac10ad18

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "51d69890f3067c00c3e76101e7e3a6a45b96ecb37deca171866e1494567a868c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-18T17:32:18Z",
    "title_canon_sha256": "5475d71af4c374b069b1e40471039d2cf614a11e603d1dbb4113657ad311e44a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.10014",
    "kind": "arxiv",
    "version": 1
  }
}