Pith Number

pith:ZICVXITX

pith:2026:ZICVXITXMTPTLFEJ2LFWYPBPYI

not attested not anchored not stored refs pending

Quantifying Ranking Uncertainty in LLM Benchmarks

Bitya Neuhof, Yuval Benjamini

arxiv:2607.16259 v1 · 2026-06-28 · cs.LG · cs.CL · 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{ZICVXITXMTPTLFEJ2LFWYPBPYI}

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	2026-07-21T00:20:08.818610Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ca055ba27764df359489d2cb6c3c2fc23b98b1627bfee06ee654c2a0529e0390

Aliases

arxiv: 2607.16259 · arxiv_version: 2607.16259v1 · doi: 10.48550/arxiv.2607.16259 · pith_short_12: ZICVXITXMTPT · pith_short_16: ZICVXITXMTPTLFEJ · pith_short_8: ZICVXITX

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/ZICVXITXMTPTLFEJ2LFWYPBPYI \
  | 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: ca055ba27764df359489d2cb6c3c2fc23b98b1627bfee06ee654c2a0529e0390

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c6541dac87b58b1a138b00362e52842aad4ca5ae1b4fea959342300726ea5e7c",
    "cross_cats_sorted": [
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-28T11:19:02Z",
    "title_canon_sha256": "412a644c11f0a53103c228436ee1ab9cfefdcf18bc63348f324e0eb6c80a8a31"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.16259",
    "kind": "arxiv",
    "version": 1
  }
}