Pith Number

pith:C7CFWE2B

pith:2024:C7CFWE2BWWNSU43L5NQAS3ZCWO

not attested not anchored not stored refs pending

Evaluating the Consistency of LLM Evaluators

James Thorne, Jiwoo Hong, Noah Lee

arxiv:2412.00543 v1 · 2024-11-30 · 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{C7CFWE2BWWNSU43L5NQAS3ZCWO}

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

The Non-Determinism of Small LLMs: Evidence of Low Answer Consistency in Repetition Trials of Standard Multiple-Choice Benchmarks

Receipt and verification

First computed	2026-07-05T09:42:43.408925Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

17c45b1341b59b2a736beb60096f22b3a6f9b1df38fb6e6b30d2a6cf1390bc03

Aliases

arxiv: 2412.00543 · arxiv_version: 2412.00543v1 · doi: 10.48550/arxiv.2412.00543 · pith_short_12: C7CFWE2BWWNS · pith_short_16: C7CFWE2BWWNSU43L · pith_short_8: C7CFWE2B

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/C7CFWE2BWWNSU43L5NQAS3ZCWO \
  | 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: 17c45b1341b59b2a736beb60096f22b3a6f9b1df38fb6e6b30d2a6cf1390bc03

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e632266776fedee082d5213c7c392f0152f26e201de90c22ac64a7453088ed8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-30T17:29:08Z",
    "title_canon_sha256": "202f60efdc0c4b9bb1e7be5e74712a18be99a10c01b3c77005392b8bd8cef2f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.00543",
    "kind": "arxiv",
    "version": 1
  }
}