Pith Number

pith:VXRAOCJ6

pith:2025:VXRAOCJ6H3Q7TUJTCT2H3WEJXH

not attested not anchored not stored refs pending

Leveraging LLMs as Meta-Judges: A Multi-Agent Framework for Evaluating LLM Judgments

Benoit Boulet, Chongren Sun, Di Wu, Jama Hussein Mohamud, Yuran Li

arxiv:2504.17087 v1 · 2025-04-23 · 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{VXRAOCJ6H3Q7TUJTCT2H3WEJXH}

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

4 papers in Pith

Counsel: A Meta-Evaluation Dataset for Agentic Tasks

CoEval: Ranking Language Models for Custom Tasks Without Labeled Data or Trustworthy Benchmarks

Using LLM-as-a-Judge/Jury to Advance Scalable, Clinically-Validated Safety Evaluations of Model Responses to Users Demonstrating Psychosis

Calibrate, Don't Curate: Label-Efficient Estimation from Noisy LLM Judges

Receipt and verification

First computed	2026-07-05T10:53:22.056697Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ade207093e3ee1f9d13314f47dd889b9e5721aac0b0a288184dd5d137e6cfc30

Aliases

arxiv: 2504.17087 · arxiv_version: 2504.17087v1 · doi: 10.48550/arxiv.2504.17087 · pith_short_12: VXRAOCJ6H3Q7 · pith_short_16: VXRAOCJ6H3Q7TUJT · pith_short_8: VXRAOCJ6

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/VXRAOCJ6H3Q7TUJTCT2H3WEJXH \
  | 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: ade207093e3ee1f9d13314f47dd889b9e5721aac0b0a288184dd5d137e6cfc30

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "54b9676a0756595d71995e43fdb8bb7f9658178cec6563e7f67afd34a108faff",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-04-23T20:32:12Z",
    "title_canon_sha256": "8830b7f5f5a64cf73696bffd04ab0d6d66000cfafdb344b7e1c3e07c4ace38ed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.17087",
    "kind": "arxiv",
    "version": 1
  }
}