Pith Number

pith:4XPFWIKY

pith:2025:4XPFWIKY77C5MD5N7F4GKURWBE

not attested not anchored not stored refs pending

Position: Don't Use the CLT in LLM Evals With Fewer Than a Few Hundred Datapoints

Desi R. Ivanova, Laurence Aitchison, Sam Bowyer

arxiv:2503.01747 v3 · 2025-03-03 · 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{4XPFWIKY77C5MD5N7F4GKURWBE}

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

4 papers in Pith

Generative Responsible AI Data Evaluation Schema (GRAIDES) for AI Assurance in Local Government

The multiply iterated law of the iterated logarithm: game-theoretic foundations of sequential detection boundaries

Don't Pass@k: A Bayesian Framework for Large Language Model Evaluation

Receipt and verification

First computed	2026-07-05T11:11:21.824581Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e5de5b2158ffc5d60fadf978655236090768532d16be9e382be9827568f16653

Aliases

arxiv: 2503.01747 · arxiv_version: 2503.01747v3 · doi: 10.48550/arxiv.2503.01747 · pith_short_12: 4XPFWIKY77C5 · pith_short_16: 4XPFWIKY77C5MD5N · pith_short_8: 4XPFWIKY

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/4XPFWIKY77C5MD5N7F4GKURWBE \
  | 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: e5de5b2158ffc5d60fadf978655236090768532d16be9e382be9827568f16653

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8605c40c55e8a3569fa064e5c937180c5a2dce2abbc946926f16a231a5d427a3",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-03-03T17:15:17Z",
    "title_canon_sha256": "07f0a7a246295f78b8004bc4b1a65ba5518f4a5d5c70aebe0ce40818ffec4e0d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.01747",
    "kind": "arxiv",
    "version": 3
  }
}