Pith Number

pith:GWQYOZMF

pith:2025:GWQYOZMFZYOJQDIVMF5RYI7T42

not attested not anchored not stored refs pending

ATM-GAD: Adaptive Temporal Motif Graph Anomaly Detection for Financial Transaction Networks

Erkang Bao, Lin Song, Xiaoling Lv, Xinyue Wang, Zeyue Zhang

arxiv:2508.20829 v1 · 2025-08-28 · 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{GWQYOZMFZYOJQDIVMF5RYI7T42}

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	2026-07-05T12:01:11.924381Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

35a1876585ce1c980d15617b1c23f3e6b23832224b7f94cf5940118ff69d9bda

Aliases

arxiv: 2508.20829 · arxiv_version: 2508.20829v1 · doi: 10.48550/arxiv.2508.20829 · pith_short_12: GWQYOZMFZYOJ · pith_short_16: GWQYOZMFZYOJQDIV · pith_short_8: GWQYOZMF

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/GWQYOZMFZYOJQDIVMF5RYI7T42 \
  | 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: 35a1876585ce1c980d15617b1c23f3e6b23832224b7f94cf5940118ff69d9bda

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c91bbb96a99a506a5b8d283b7901727094e8154a0429e465ecb75dfa5da716e0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-28T14:25:07Z",
    "title_canon_sha256": "459071fca0ead4f64cf88916df30a64435477a406665bb5cf4d318bec9e6939d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.20829",
    "kind": "arxiv",
    "version": 1
  }
}