Pith Number

pith:D444J7UA

pith:2025:D444J7UARXO4NGKORPDJXOSPFP

not attested not anchored not stored refs pending

Scaling Evaluation-time Compute with Reasoning Models as Evaluators

Carolin Lawrence, Graham Neubig, Ian Wu, Jinu Lee, Julia Hockenmaier, Kiril Gashteovski, Mingyeong Moon, Sean Welleck, Seongyun Lee, Seungone Kim, Xiang Yue

arxiv:2503.19877 v2 · 2025-03-25 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{D444J7UARXO4NGKORPDJXOSPFP}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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

4 papers in Pith

Process Rewards with Learned Reliability

GrACE: A Generative Approach to Better Confidence Elicitation and Efficient Test-Time Scaling in Large Language Models

Evalet: Evaluating Large Language Models through Functional Fragmentation

On the Shelf Life of Fine-Tuned LLM-Judges: Future-Proofing, Backward-Compatibility, and Question Generalization

Receipt and verification

First computed	2026-05-20T01:04:53.264440Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1f39c4fe808dddc6994e8bc69bba4f2bf87d9dd2ba366e11645d8d9b1b948629

Aliases

arxiv: 2503.19877 · arxiv_version: 2503.19877v2 · doi: 10.48550/arxiv.2503.19877 · pith_short_12: D444J7UARXO4 · pith_short_16: D444J7UARXO4NGKO · pith_short_8: D444J7UA

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/D444J7UARXO4NGKORPDJXOSPFP \
  | 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: 1f39c4fe808dddc6994e8bc69bba4f2bf87d9dd2ba366e11645d8d9b1b948629

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d2d17586029d92508780e41d6179af1276293e1c9eebfde567ada5791cef27d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-25T17:41:18Z",
    "title_canon_sha256": "517380c753e75f8492a57a55e7719328ee353b3743d1fc637bbcf6f7c8518e51"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.19877",
    "kind": "arxiv",
    "version": 2
  }
}