Pith Number

pith:UAXYNKYT

pith:2025:UAXYNKYT7GM7UTCICB42FWCP4Y

not attested not anchored not stored refs pending

Generalised Probabilistic Modelling and Improved Uncertainty Estimation in Comparative LLM-as-a-judge

Mark J. F. Gales, Yassir Fathullah

arxiv:2505.15240 v1 · 2025-05-21 · cs.AI · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UAXYNKYT7GM7UTCICB42FWCP4Y}

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	2026-07-05T11:06:42.593113Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a02f86ab13f999fa4c481079a2d84fe6338d72852dc735efdc7b97ab38f1b6d6

Aliases

arxiv: 2505.15240 · arxiv_version: 2505.15240v1 · doi: 10.48550/arxiv.2505.15240 · pith_short_12: UAXYNKYT7GM7 · pith_short_16: UAXYNKYT7GM7UTCI · pith_short_8: UAXYNKYT

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/UAXYNKYT7GM7UTCICB42FWCP4Y \
  | 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: a02f86ab13f999fa4c481079a2d84fe6338d72852dc735efdc7b97ab38f1b6d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ee3c8e9afe93fa87296e04c5f0e720c74a79d45d81aad00ec38106335484ecc",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-21T08:16:18Z",
    "title_canon_sha256": "1814b3f47cffabdfdc2254008974790daf9f6395b832294b0dd844f8e4192192"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.15240",
    "kind": "arxiv",
    "version": 1
  }
}