Pith Number

pith:TTCHVMR4

pith:2025:TTCHVMR4AGRSSCXG6NMKGPV4CF

not attested not anchored not stored refs pending

Probability Consistency in Large Language Models: Theoretical Foundations Meet Empirical Discrepancies

Bradley C. Love, Michael Ramscar, Xiaoliang Luo, Xinyi Xu

arxiv:2505.08739 v1 · 2025-05-13 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TTCHVMR4AGRSSCXG6NMKGPV4CF}

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

Do Tabular Foundation Models Agree with Themselves?

Receipt and verification

First computed	2026-07-05T11:02:35.602070Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9cc47ab23c01a3290ae6f358a33ebc11792ba664947a5ab898a425f68acfd4c2

Aliases

arxiv: 2505.08739 · arxiv_version: 2505.08739v1 · doi: 10.48550/arxiv.2505.08739 · pith_short_12: TTCHVMR4AGRS · pith_short_16: TTCHVMR4AGRSSCXG · pith_short_8: TTCHVMR4

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/TTCHVMR4AGRSSCXG6NMKGPV4CF \
  | 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: 9cc47ab23c01a3290ae6f358a33ebc11792ba664947a5ab898a425f68acfd4c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "94be43af564b28ddee683174863b367e0bc66467402f3b545870791228ad36e1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-13T16:52:19Z",
    "title_canon_sha256": "0205275dad03dd43d1c7055f010f075eae008485fe862094970c86563adc0214"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.08739",
    "kind": "arxiv",
    "version": 1
  }
}