Pith Number

pith:E3XO7UIZ

pith:2024:E3XO7UIZNGEJE2QIRVN233MBKY

not attested not anchored not stored refs pending

Detecting Scams Using Large Language Models

Liming Jiang

arxiv:2402.03147 v1 · 2024-02-05 · 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{E3XO7UIZNGEJE2QIRVN233MBKY}

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

2 papers in Pith

Read This Paper to Get $50 Million:* An Analysis of Mobile Messaging Scams Using Reddit Data

LLM-Assisted Authentication and Fraud Detection

Receipt and verification

First computed	2026-07-05T07:41:31.741796Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26eeefd1196988926a088d5baded815625c38d03c34eec53cb7b96588a4c9c1f

Aliases

arxiv: 2402.03147 · arxiv_version: 2402.03147v1 · doi: 10.48550/arxiv.2402.03147 · pith_short_12: E3XO7UIZNGEJ · pith_short_16: E3XO7UIZNGEJE2QI · pith_short_8: E3XO7UIZ

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/E3XO7UIZNGEJE2QIRVN233MBKY \
  | 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: 26eeefd1196988926a088d5baded815625c38d03c34eec53cb7b96588a4c9c1f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5e9735e3b3e3b8b7c68310528dc66745e5f9ddb0e4438b69a12009768aac283d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-02-05T16:13:54Z",
    "title_canon_sha256": "ad75eca1d665e5b979f7d8ab3ef2db9fa4e93bc8b8947448e67356d78d889d7b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.03147",
    "kind": "arxiv",
    "version": 1
  }
}