Pith Number

pith:BJGSCNZK

pith:2026:BJGSCNZKVEZ5Q7PBPN7NPKIMYM

not attested not anchored not stored refs pending

Toward Robust LLM-Based Judges: Taxonomic Bias Evaluation and Debiasing Optimization

Bing Xu, Conghui Zhu, Hongli Zhou, Hui Huang, Kehai Chen, Muyun Yang, Rui Zhang, Tiejun Zhao

arxiv:2603.08091 v2 · 2026-03-09 · 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{BJGSCNZKVEZ5Q7PBPN7NPKIMYM}

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

2 papers in Pith

Evaluating Second-Order Bias of LLMs Through Epistemic Entitlement

Reproducing, Analyzing, and Detecting Reward Hacking in Rubric-Based Reinforcement Learning

Receipt and verification

First computed	2026-08-04T01:52:32.720092Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a4d21372aa933d87de17b7ed7a90cc331b4481251cba0a4cf555bb287922431

Aliases

arxiv: 2603.08091 · arxiv_version: 2603.08091v2 · doi: 10.48550/arxiv.2603.08091 · pith_short_12: BJGSCNZKVEZ5 · pith_short_16: BJGSCNZKVEZ5Q7PB · pith_short_8: BJGSCNZK

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/BJGSCNZKVEZ5Q7PBPN7NPKIMYM \
  | 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: 0a4d21372aa933d87de17b7ed7a90cc331b4481251cba0a4cf555bb287922431

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a7ed39fc6773f14d6d1afcfc4040a6ee094072d6259530d12324fcb03d0e9e9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-03-09T08:32:21Z",
    "title_canon_sha256": "c105f1246d98b7d89256da2778ece2114553be3896c023e2868ad40b77648b6d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.08091",
    "kind": "arxiv",
    "version": 2
  }
}