Pith Number

pith:5APEOBXO

pith:2024:5APEOBXOIM6SLX375T4CI53TDT

not attested not anchored not stored refs pending

Confidence in the Reasoning of Large Language Models

Chris Holmes, Yudi Pawitan

arxiv:2412.15296 v1 · 2024-12-19 · cs.CL · 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{5APEOBXOIM6SLX375T4CI53TDT}

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

1 paper in Pith

Multiple Choice Questions: Reasoning Makes Large Language Models (LLMs) More Self-Confident, Especially When They are Wrong

Receipt and verification

First computed	2026-07-05T09:52:20.848863Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e81e4706ee433d25df7fecf82477731cd3fca0c74f5a444926f3833f435fdec6

Aliases

arxiv: 2412.15296 · arxiv_version: 2412.15296v1 · doi: 10.48550/arxiv.2412.15296 · pith_short_12: 5APEOBXOIM6S · pith_short_16: 5APEOBXOIM6SLX37 · pith_short_8: 5APEOBXO

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/5APEOBXOIM6SLX375T4CI53TDT \
  | 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: e81e4706ee433d25df7fecf82477731cd3fca0c74f5a444926f3833f435fdec6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b475ecf7dc98a60cd2da9fee2e14f948258c8eed907c919b25b2bb234da3193e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-19T10:04:29Z",
    "title_canon_sha256": "e11494b003022ccc2ea50f4e0d17dc7107ca784444dd62cef0ca7dc11ae9fb59"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.15296",
    "kind": "arxiv",
    "version": 1
  }
}