Pith Number

pith:IWBQPEOW

pith:2022:IWBQPEOWYOPIOQ2RIZ6U3NIK5E

not attested not anchored not stored refs pending

A Survey on Machine Learning Solutions for Graph Pattern Extraction

Chenhao Ma, Kai Siong Yow, Ningyi Liao, Reynold Cheng, Siqiang Luo, Xiaolin Han

arxiv:2204.01057 v3 · 2022-04-03 · math.CO · cs.DM · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IWBQPEOWYOPIOQ2RIZ6U3NIK5E}

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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

SIGMA: An Efficient Heterophilous Graph Neural Network with Fast Global Aggregation

Receipt and verification

First computed	2026-07-05T06:16:59.650354Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

45830791d6c39e874351467d4db50ae926983b90b35231182dda50daeda5f1d5

Aliases

arxiv: 2204.01057 · arxiv_version: 2204.01057v3 · doi: 10.48550/arxiv.2204.01057 · pith_short_12: IWBQPEOWYOPI · pith_short_16: IWBQPEOWYOPIOQ2R · pith_short_8: IWBQPEOW

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/IWBQPEOWYOPIOQ2RIZ6U3NIK5E \
  | 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: 45830791d6c39e874351467d4db50ae926983b90b35231182dda50daeda5f1d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9fb3107a10aba515e763fd20672f9e9eb52e19e4f730d116ecdb24f5647680f9",
    "cross_cats_sorted": [
      "cs.DM",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.CO",
    "submitted_at": "2022-04-03T11:54:22Z",
    "title_canon_sha256": "e3f08983d39cd6a34e06e3b952772de9b0d76518198e4d29ea38d2733b0b6819"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.01057",
    "kind": "arxiv",
    "version": 3
  }
}