Pith Number

pith:CSVI73IZ

pith:2025:CSVI73IZ5IBE2KUAUCCBQAU5VG

not attested not anchored not stored refs pending

FAA Framework: A Large Language Model-Based Approach for Credit Card Fraud Investigations

Asaf Shabtai, Eyal Zaloof, Rami Puzis, Shaun Shuster

arxiv:2506.11635 v1 · 2025-06-13 · cs.CR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CSVI73IZ5IBE2KUAUCCBQAU5VG}

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.

Cited by

1 paper in Pith

What LLMs explain is not what they believe: Evaluating explanation sufficiency under models' own input beliefs

Receipt and verification

First computed	2026-07-05T11:21:08.004418Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

14aa8fed19ea024d2a80a08418029da9acd4b57e2e9b1a75b9d67c3ee5ccba0a

Aliases

arxiv: 2506.11635 · arxiv_version: 2506.11635v1 · doi: 10.48550/arxiv.2506.11635 · pith_short_12: CSVI73IZ5IBE · pith_short_16: CSVI73IZ5IBE2KUA · pith_short_8: CSVI73IZ

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/CSVI73IZ5IBE2KUAUCCBQAU5VG \
  | 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: 14aa8fed19ea024d2a80a08418029da9acd4b57e2e9b1a75b9d67c3ee5ccba0a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5813b8e66edf6d8f06644e9b8a02873415e7e5aeba60722c682051ca9a378975",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-06-13T10:05:43Z",
    "title_canon_sha256": "9e58044b6dca169ec8a260432b58d7e54264ad787aee2cfc91ebe3c32086d1a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.11635",
    "kind": "arxiv",
    "version": 1
  }
}