Pith Number

pith:NUKUABYJ

pith:2025:NUKUABYJQC63CBVOO5GZRBIGX6

not attested not anchored not stored refs pending

Optimal Self-Consistency for Efficient Reasoning with Large Language Models

Ambroise Odonnat, Austin Feng, Ievgen Redko, Marius Alonso, Vasilii Feofanov

arxiv:2511.12309 v2 · 2025-11-15 · cs.LG · cs.AI · stat.ML

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\usepackage{pith}
\pithnumber{NUKUABYJQC63CBVOO5GZRBIGX6}

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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

1 paper in Pith

Uncertainty-Aware Budget Allocation for Adaptive Test-Time Reasoning

Receipt and verification

First computed	2026-07-01T01:17:11.730026Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d1540070980bdb106ae774d988506bfac892867ad208d04d3bee940da87571f

Aliases

arxiv: 2511.12309 · arxiv_version: 2511.12309v2 · doi: 10.48550/arxiv.2511.12309 · pith_short_12: NUKUABYJQC63 · pith_short_16: NUKUABYJQC63CBVO · pith_short_8: NUKUABYJ

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/NUKUABYJQC63CBVOO5GZRBIGX6 \
  | 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: 6d1540070980bdb106ae774d988506bfac892867ad208d04d3bee940da87571f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "75d50a2662ec4ad0836b215eeaa208672d41dff40afd0c75076aaf499879d669",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-11-15T17:45:42Z",
    "title_canon_sha256": "89e5b013320a5d1528a3afe9427edabf272683e3bfef1f005978d7be6419a6bd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.12309",
    "kind": "arxiv",
    "version": 2
  }
}