Pith Number

pith:J6GC7RSI

pith:2025:J6GC7RSIE6HE2TZBMS2P2P4SFS

not attested not anchored not stored refs pending

Overconfidence in LLM-as-a-Judge: Diagnosis and Confidence-Driven Solution

Haozhe Xu, Houfeng Wang, Lizi Liao, Richeng Xuan, Xi Yang, Yanzhe Chen, Zailong Tian, Zhuoheng Han

arxiv:2508.06225 v3 · 2025-08-08 · 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{J6GC7RSIE6HE2TZBMS2P2P4SFS}

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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

Different Teachers, Different Capabilities: Sub-1B On-Device Distillation for Structured Text Enrichment

Reliable LLM-Based Edge-Cloud-Expert Cascades for Telecom Knowledge Systems

VERDI: Single-Call Confidence Estimation for Verification-Based LLM Judges via Decomposed Inference

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

Semantic Intent Fragmentation: A Single-Shot Compositional Attack on Multi-Agent AI Pipelines

Receipt and verification

First computed	2026-07-05T11:55:21.147638Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4f8c2fc648278e4d4f2164b4fd3f922c9abb2d39e0f9d5d2dd5aa431f09027fc

Aliases

arxiv: 2508.06225 · arxiv_version: 2508.06225v3 · doi: 10.48550/arxiv.2508.06225 · pith_short_12: J6GC7RSIE6HE · pith_short_16: J6GC7RSIE6HE2TZB · pith_short_8: J6GC7RSI

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/J6GC7RSIE6HE2TZBMS2P2P4SFS \
  | 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: 4f8c2fc648278e4d4f2164b4fd3f922c9abb2d39e0f9d5d2dd5aa431f09027fc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e88ff67d8915ac6945e5d611e3ec98688deaa065597fc3895e9067984934399b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-08-08T11:11:22Z",
    "title_canon_sha256": "fa8e86fb7a9b40363b97d731313f2830fba428d521d8a31584e067e971e38f03"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.06225",
    "kind": "arxiv",
    "version": 3
  }
}