Pith Number

pith:CMJUQXF6

pith:2026:CMJUQXF64I5MLESWSHW2QAIHXQ

not attested not anchored not stored refs pending

Temporal Contrastive Transformer for Financial Crime Detection: Self-Supervised Sequence Embeddings via Predictive Contrastive Coding

Danny Butvinik (NICE Actimize), Gabrielle Azoulay (NICE Actimize), Nitzan Tal (NICE Actimize), Yonit Marcus (NICE Actimize)

arxiv:2605.21490 v1 · 2026-03-31 · cs.LG · 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{CMJUQXF64I5MLESWSHW2QAIHXQ}

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	2026-05-22T00:02:26.782179Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1313485cbee23ac5925691eda80107bc1a3ec31cf7d04ddda6d7710c0ec65471

Aliases

arxiv: 2605.21490 · arxiv_version: 2605.21490v1 · doi: 10.48550/arxiv.2605.21490 · pith_short_12: CMJUQXF64I5M · pith_short_16: CMJUQXF64I5MLESW · pith_short_8: CMJUQXF6

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/CMJUQXF64I5MLESWSHW2QAIHXQ \
  | 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: 1313485cbee23ac5925691eda80107bc1a3ec31cf7d04ddda6d7710c0ec65471

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b8b1f7566b115f0f8f31262344302812ffc620c9930b633ebf8691a7b90ae5e",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-03-31T09:42:08Z",
    "title_canon_sha256": "db5f9c6ad2060f0a737dca149efb8a8cb1517ec91e7f1f42c150a1233a0c9899"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.21490",
    "kind": "arxiv",
    "version": 1
  }
}