Pith Number

pith:QUSVK6UF

pith:2025:QUSVK6UFCGZJ673V3TPAUQ7KAI

not attested not anchored not stored refs pending

Neither Valid nor Reliable? Investigating the Use of LLMs as Judges

Golnoosh Farnadi, Jackie Chi Kit Cheung, Khaoula Chehbouni, Mohammed Haddou

arxiv:2508.18076 v2 · 2025-08-25 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QUSVK6UFCGZJ673V3TPAUQ7KAI}

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

7 papers in Pith

ComplexConstraints and Beyond: Expert Rubrics for RLVR

Matter to Mechanism: A Benchmark for AI Co-Scientists in Materials and Battery Research

Evaluating AI-Generated Images of Cultural Artifacts with Community-Informed Rubrics

Augmenting Human Evaluation with LLM Judges: How Many Human Reviews Do You Need?

GRASP: Deterministic argument ranking in interaction graphs

Receipt and verification

First computed	2026-07-05T12:00:29.167204Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8525557a8511b29f7f75dcde0a43ea02071777681155e240a4633a1c3e377f71

Aliases

arxiv: 2508.18076 · arxiv_version: 2508.18076v2 · doi: 10.48550/arxiv.2508.18076 · pith_short_12: QUSVK6UFCGZJ · pith_short_16: QUSVK6UFCGZJ673V · pith_short_8: QUSVK6UF

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/QUSVK6UFCGZJ673V3TPAUQ7KAI \
  | 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: 8525557a8511b29f7f75dcde0a43ea02071777681155e240a4633a1c3e377f71

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7bea651b6aa1d553d51952b31ebc143cc87014d3184394253ccfbb76880309d2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-25T14:43:10Z",
    "title_canon_sha256": "6440b8172c8ecde77618761fb3473b63cebb499adcfc90c771d1d1a22e8d6df6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.18076",
    "kind": "arxiv",
    "version": 2
  }
}