Pith Number

pith:SOGTGBCD

pith:2025:SOGTGBCD5IWP2COLU4M72F2OPQ

not attested not anchored not stored refs pending

KGBERT4Eth: A Feature-Complete Transformer Powered by Knowledge Graph for Multi-Task Ethereum Fraud Detection

Jianguo Sun, Liangliang Song, Liguo Zhang, Yanbin Wang, Ye Tian, Yifan Jia

arxiv:2509.03860 v1 · 2025-09-04 · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SOGTGBCD5IWP2COLU4M72F2OPQ}

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	2026-07-05T12:04:48.082134Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

938d330443ea2cfd09cba719fd174e7c14fad74c1076c84ddacfb1436b0acb66

Aliases

arxiv: 2509.03860 · arxiv_version: 2509.03860v1 · doi: 10.48550/arxiv.2509.03860 · pith_short_12: SOGTGBCD5IWP · pith_short_16: SOGTGBCD5IWP2COL · pith_short_8: SOGTGBCD

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/SOGTGBCD5IWP2COLU4M72F2OPQ \
  | 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: 938d330443ea2cfd09cba719fd174e7c14fad74c1076c84ddacfb1436b0acb66

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3a1c09d32284445b492099ccf5dc01751d519c6ebd47d22d07bc52e881f6cd40",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-09-04T03:38:11Z",
    "title_canon_sha256": "862afccd8386056e22715a61862d02d4b4c0914294eab31d2b8c4a102532aaa3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.03860",
    "kind": "arxiv",
    "version": 1
  }
}