Pith Number

pith:6WMOTI6R

pith:2025:6WMOTI6R76G56MXQ33HUFRGZPO

not attested not anchored not stored refs pending

Efficient MAP Estimation of LLM Judgment Performance with Prior Transfer

Faizan Siddiqui, Huaizhi Qu, Inyoung Choi, Kwonjoon Lee, Qi Long, Song Wang, Sukwon Yun, Tianlong Chen, Zhen Tan

arxiv:2504.12589 v1 · 2025-04-17 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6WMOTI6R76G56MXQ33HUFRGZPO}

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.

Receipt and verification

First computed	2026-07-05T10:50:19.116097Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f598e9a3d1ff8ddf32f0decf42c4d97bb14d49ab9c0e9abb8beb47e23c13d195

Aliases

arxiv: 2504.12589 · arxiv_version: 2504.12589v1 · doi: 10.48550/arxiv.2504.12589 · pith_short_12: 6WMOTI6R76G5 · pith_short_16: 6WMOTI6R76G56MXQ · pith_short_8: 6WMOTI6R

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/6WMOTI6R76G56MXQ33HUFRGZPO \
  | 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: f598e9a3d1ff8ddf32f0decf42c4d97bb14d49ab9c0e9abb8beb47e23c13d195

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d3993a54e90bac3c1d970c7f87c4399e2c80943cfc41e78f4f24a44290d3e22",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-17T02:08:51Z",
    "title_canon_sha256": "d70bd43b7dbf1c4653e708ff02f465a647221486486d5286895e26786a962886"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.12589",
    "kind": "arxiv",
    "version": 1
  }
}