Pith Number

pith:TC4WMJGL

pith:2026:TC4WMJGLAO4BZBANMZOBVMJQNA

not attested not anchored not stored refs pending

Instance-Optimal Estimation with Multiple LLM Judges on a Budget

Alexandre Prouti\`ere, Junghyun Lee, Sanghwa Kim, Se-Young Yun, Yassir Jedra

arxiv:2605.23362 v1 · 2026-05-22 · cs.LG · cs.IT · math.IT · math.ST · stat.ML · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TC4WMJGLAO4BZBANMZOBVMJQNA}

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	2026-05-25T02:01:50.843602Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

98b96624cb03b81c840d665c1ab1306817c5df83ec44952bbc8d931cdd8e4f7d

Aliases

arxiv: 2605.23362 · arxiv_version: 2605.23362v1 · doi: 10.48550/arxiv.2605.23362 · pith_short_12: TC4WMJGLAO4B · pith_short_16: TC4WMJGLAO4BZBAN · pith_short_8: TC4WMJGL

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/TC4WMJGLAO4BZBANMZOBVMJQNA \
  | 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: 98b96624cb03b81c840d665c1ab1306817c5df83ec44952bbc8d931cdd8e4f7d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a97bf9dd44973df35faa3aa3c83cb33b9b516e8f5e0a2c0b6bc46a39683476d",
    "cross_cats_sorted": [
      "cs.IT",
      "math.IT",
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-22T08:26:08Z",
    "title_canon_sha256": "157886ee4ba55b5bcbbf6334ed57396825662cd8d457360fa028982b60911ae4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.23362",
    "kind": "arxiv",
    "version": 1
  }
}