Pith Number

pith:XRZYS2VB

pith:2021:XRZYS2VBSIIRINHJ6NAHMIN7MH

not attested not anchored not stored refs pending

Explainable Deep Behavioral Sequence Clustering for Transaction Fraud Detection

Alok Lal, Hang Yin, Mei Li, Wei Min, Weiming Liang, Zhurong Wang

arxiv:2101.04285 v1 · 2021-01-12 · 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{XRZYS2VBSIIRINHJ6NAHMIN7MH}

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	2026-07-05T02:06:23.735284Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc73896aa192111434e9f3407621bf61e57e5863546c3773cb9277c86bceca3e

Aliases

arxiv: 2101.04285 · arxiv_version: 2101.04285v1 · doi: 10.48550/arxiv.2101.04285 · pith_short_12: XRZYS2VBSIIR · pith_short_16: XRZYS2VBSIIRINHJ · pith_short_8: XRZYS2VB

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/XRZYS2VBSIIRINHJ6NAHMIN7MH \
  | 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: bc73896aa192111434e9f3407621bf61e57e5863546c3773cb9277c86bceca3e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32c2f5c8340fa40afceb502edd2397392099c2c8b6907d03d447233e5604e307",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-01-12T04:12:18Z",
    "title_canon_sha256": "2e973ae0053844f1296d6b7387515ebcf8ea23f23a66399645ff29965adbcac5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.04285",
    "kind": "arxiv",
    "version": 1
  }
}