Pith Number

pith:PMNZ4Y5E

pith:2025:PMNZ4Y5E6BBLBHBFI7C5IZPSAI

not attested not anchored not stored refs pending

Court of LLMs: Evidence-Augmented Generation via Multi-LLM Collaboration for Text-Attributed Graph Anomaly Detection

Bin Shi, Bo Dong, Jiarun Chen, Lan Ma, Qika Lin, Yiming Xu, Zhen Peng, Zihan Chen

arxiv:2508.00507 v1 · 2025-08-01 · 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{PMNZ4Y5E6BBLBHBFI7C5IZPSAI}

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	2026-07-05T11:46:57.271556Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7b1b9e63a4f042b09c2547c5d465f2022e47e06d6e097806e2c8e2059cfb0fc2

Aliases

arxiv: 2508.00507 · arxiv_version: 2508.00507v1 · doi: 10.48550/arxiv.2508.00507 · pith_short_12: PMNZ4Y5E6BBL · pith_short_16: PMNZ4Y5E6BBLBHBF · pith_short_8: PMNZ4Y5E

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/PMNZ4Y5E6BBLBHBFI7C5IZPSAI \
  | 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: 7b1b9e63a4f042b09c2547c5d465f2022e47e06d6e097806e2c8e2059cfb0fc2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d462127ed1645721ee07f6425602f73643595b72fde6185c7a8295a59f64de9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-01T10:36:39Z",
    "title_canon_sha256": "5f093005c7e6e1a49e7d2d96ff665af2a5311953455014604bd25ea0d49a0a3b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.00507",
    "kind": "arxiv",
    "version": 1
  }
}