Pith Number

pith:4C34I5XW

pith:2025:4C34I5XWSL443R5PP5CYBASQMH

not attested not anchored not stored refs pending

How to Correctly Report LLM-as-a-Judge Evaluations

Chungpa Lee, Jongwon Jeong, Jy-yong Sohn, Kangwook Lee, Thomas Zeng

arxiv:2511.21140 v4 · 2025-11-26 · cs.LG · cs.CL · stat.AP · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4C34I5XWSL443R5PP5CYBASQMH}

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

6 papers in Pith

Instance-Optimal Estimation with Multiple LLM Judges on a Budget

MaxShapley: Towards Incentive-compatible Generative Search with Fair Context Attribution

Uncertainty Propagation in LLM-Based Systems

AutoPyVerifier: Learning Compact Executable Verifiers for Large Language Model Outputs

Bias and Uncertainty in LLM-as-a-Judge Estimation

Receipt and verification

First computed	2026-06-02T02:04:11.568236Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e0b7c476f692f9cdc7af7f4580825061e086b55df9c36e965ce825b047944dbf

Aliases

arxiv: 2511.21140 · arxiv_version: 2511.21140v4 · doi: 10.48550/arxiv.2511.21140 · pith_short_12: 4C34I5XWSL44 · pith_short_16: 4C34I5XWSL443R5P · pith_short_8: 4C34I5XW

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/4C34I5XWSL443R5PP5CYBASQMH \
  | 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: e0b7c476f692f9cdc7af7f4580825061e086b55df9c36e965ce825b047944dbf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e497e5d519af181149c20a00b1391ed3eddf11602f1e8e9101c70cff5d032a1b",
    "cross_cats_sorted": [
      "cs.CL",
      "stat.AP",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-11-26T07:46:46Z",
    "title_canon_sha256": "ea87b5df064e148c836da02f166b202ed4063dfc3970caae07b40a56ab6ad49d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.21140",
    "kind": "arxiv",
    "version": 4
  }
}