Pith Number

pith:2J6365YO

pith:2025:2J6365YO7ONFABOU7WGW7QOLOU

not attested not anchored not stored refs pending

MCTS-Judge: Test-Time Scaling in LLM-as-a-Judge for Code Correctness Evaluation

Chaoqun Yang, Guillaume Sartoretti, Jiaoyang Li, Kaixin Li, Ming Hu, Pengliang Ji, Yutong Wang

arxiv:2502.12468 v2 · 2025-02-18 · cs.LG · 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{2J6365YO7ONFABOU7WGW7QOLOU}

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

RankJudge: A Multi-Turn LLM-as-a-Judge Synthetic Benchmark Generator

LLM-as-a-Judge for Human-AI Co-Creation: A Reliability-Aware Evaluation Framework for Coding

Receipt and verification

First computed	2026-05-28T01:04:26.762842Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d27dbf770efb9a5005d4fd8d6fc1cb750533b86356b59f8c278305882741a9c4

Aliases

arxiv: 2502.12468 · arxiv_version: 2502.12468v2 · doi: 10.48550/arxiv.2502.12468 · pith_short_12: 2J6365YO7ONF · pith_short_16: 2J6365YO7ONFABOU · pith_short_8: 2J6365YO

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/2J6365YO7ONFABOU7WGW7QOLOU \
  | 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: d27dbf770efb9a5005d4fd8d6fc1cb750533b86356b59f8c278305882741a9c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b0e05323ce9d6eb80d8abb629bf90e46c013d168207eb98903b3acd8bceb50d6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-18T02:55:48Z",
    "title_canon_sha256": "5427eb9c6693adb461e729b4e881182c29caa215e2cd73bc5d2a7401fee5ee26"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.12468",
    "kind": "arxiv",
    "version": 2
  }
}