Pith Number

pith:BNZQWC3J

pith:2024:BNZQWC3JMMSDHQY36P7DTUVBTN

not attested not anchored not stored refs pending

DetoxBench: Benchmarking Large Language Models for Multitask Fraud & Abuse Detection

Anirban Majumder, Dan Ma, Joymallya Chakraborty, Naveed Janvekar, Walid Chaabene, Wei Xia

arxiv:2409.06072 v1 · 2024-09-09 · cs.CL · 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{BNZQWC3JMMSDHQY36P7DTUVBTN}

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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

Rethinking Fraud Safety Evaluation: Multi-Round Attacks Reveal Safety-Utility Tradeoffs in Graph-Context LLM Defenders

Receipt and verification

First computed	2026-07-05T09:05:01.872650Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0b730b0b69632433c31bf3fe39d2a19b55659e67448ce031b3659faf500cf27b

Aliases

arxiv: 2409.06072 · arxiv_version: 2409.06072v1 · doi: 10.48550/arxiv.2409.06072 · pith_short_12: BNZQWC3JMMSD · pith_short_16: BNZQWC3JMMSDHQY3 · pith_short_8: BNZQWC3J

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/BNZQWC3JMMSDHQY36P7DTUVBTN \
  | 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: 0b730b0b69632433c31bf3fe39d2a19b55659e67448ce031b3659faf500cf27b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5e84980e783b5c28aea8237efa61ebea5570f43fcfd4a933fe296cc04c8afa02",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-09T21:12:03Z",
    "title_canon_sha256": "1772386dc62f88e9c46314415f90a35ed1ff2376753655ee1eeaf99aef8154a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.06072",
    "kind": "arxiv",
    "version": 1
  }
}