Pith Number

pith:F34HYX7N

pith:2023:F34HYX7NDWRIR7VI7X2O63KTDO

not attested not anchored not stored refs pending

Transaction Fraud Detection via an Adaptive Graph Neural Network

Guanjun Liu, Jiacun Wang, Mengchu Zhou, Yue Tian

arxiv:2307.05633 v1 · 2023-07-11 · 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{F34HYX7NDWRIR7VI7X2O63KTDO}

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	2026-07-05T06:30:10.732096Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2ef87c5fed1da288fea8fdf4ef6d531bbb3d9e0017d9adaafa397e52b161c44f

Aliases

arxiv: 2307.05633 · arxiv_version: 2307.05633v1 · doi: 10.48550/arxiv.2307.05633 · pith_short_12: F34HYX7NDWRI · pith_short_16: F34HYX7NDWRIR7VI · pith_short_8: F34HYX7N

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/F34HYX7NDWRIR7VI7X2O63KTDO \
  | 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: 2ef87c5fed1da288fea8fdf4ef6d531bbb3d9e0017d9adaafa397e52b161c44f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec3616611cdfd830546547fd122ee4073341a9450dc82aea3d4e2bb36eeccbdb",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-11T07:48:39Z",
    "title_canon_sha256": "adf2f8381cbc921cca78c48a4b21e648464bc79b8a589ca1363ec65e0e49d97a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.05633",
    "kind": "arxiv",
    "version": 1
  }
}