Pith Number

pith:LE4UJQK4

pith:2025:LE4UJQK4ISUDM6OMSQIOFMFNEW

not attested not anchored not stored refs pending

LLMs on Trial: Evaluating Judicial Fairness for Large Language Models

Charles L.A. Clarke, Haitao Li, Ning Zheng, Qingjing Chen, Qingyao Ai, Shaochun Wang, Siyuan Zheng, Weixing Shen, Xihan Zhang, Yiqun Liu, Yiran Hu, Yun Liu, Zongyue Xue

arxiv:2507.10852 v2 · 2025-07-14 · 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{LE4UJQK4ISUDM6OMSQIOFMFNEW}

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	2026-07-05T11:47:26.036891Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

593944c15c44a83679cc9410e2b0ad259fe7c98eadbc6f205539ec524e14e9c0

Aliases

arxiv: 2507.10852 · arxiv_version: 2507.10852v2 · doi: 10.48550/arxiv.2507.10852 · pith_short_12: LE4UJQK4ISUD · pith_short_16: LE4UJQK4ISUDM6OM · pith_short_8: LE4UJQK4

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/LE4UJQK4ISUDM6OMSQIOFMFNEW \
  | 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: 593944c15c44a83679cc9410e2b0ad259fe7c98eadbc6f205539ec524e14e9c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b0092ea77fada0860b988a47584b134c3bd77bec6c05cb8181482b5b1b225a24",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-14T22:56:58Z",
    "title_canon_sha256": "eb17b90fa00fe3b584849231c47ddbd8e72f9ffb28d017e4b15b55e8521cf886"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.10852",
    "kind": "arxiv",
    "version": 2
  }
}