Pith Number

pith:2BN54A6D

pith:2023:2BN54A6D2I2BONFPIDYGJBKUFI

not attested not anchored not stored refs pending

Style Over Substance: Evaluation Biases for Large Language Models

Alham Fikri Aji, Minghao Wu

arxiv:2307.03025 v3 · 2023-07-06 · 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{2BN54A6D2I2BONFPIDYGJBKUFI}

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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

5 papers in Pith

Lessons from the Trenches on Reproducible Evaluation of Language Models

Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge

Judging the Judges: A Systematic Evaluation of Bias Mitigation Strategies in LLM-as-a-Judge Pipelines

PERSA: Reinforcement Learning for Professor-Style Personalized Feedback with LLMs

IatroBench: Pre-Registered Evidence of Iatrogenic Harm from AI Safety Measures

Receipt and verification

First computed	2026-07-05T07:11:57.334387Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d05bde03c3d2341734af40f06485542a16c621ec1b78b79742d4c102d5e3c501

Aliases

arxiv: 2307.03025 · arxiv_version: 2307.03025v3 · doi: 10.48550/arxiv.2307.03025 · pith_short_12: 2BN54A6D2I2B · pith_short_16: 2BN54A6D2I2BONFP · pith_short_8: 2BN54A6D

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/2BN54A6D2I2BONFPIDYGJBKUFI \
  | 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: d05bde03c3d2341734af40f06485542a16c621ec1b78b79742d4c102d5e3c501

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3305c8676fe0a73083ee1227aea2aae857d688f7fb004d8aadaaa92b5c0dab47",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-07-06T14:42:01Z",
    "title_canon_sha256": "969313b84bf49bebc4bb3e3304354340037da0c6620e2db2fee3bccc33e7fbc6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.03025",
    "kind": "arxiv",
    "version": 3
  }
}