Pith Number

pith:QH7YROHD

pith:2026:QH7YROHDI2KMERXY4PYAQHNO55

not attested not anchored not stored refs pending

The Evaluation Game: Beyond Static LLM Benchmarking

Anne-Marie Kermarrec, Jade Garcia-Bourr\'ee, Paul Wang, Vincent Corruble

arxiv:2605.19377 v1 · 2026-05-19 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QH7YROHDI2KMERXY4PYAQHNO55}

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	2026-05-20T01:05:42.626912Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

81ff88b8e34694c246f8e3f0081daeef5fe2efa4d845dcff0e40a84d584490f7

Aliases

arxiv: 2605.19377 · arxiv_version: 2605.19377v1 · doi: 10.48550/arxiv.2605.19377 · pith_short_12: QH7YROHDI2KM · pith_short_16: QH7YROHDI2KMERXY · pith_short_8: QH7YROHD

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/QH7YROHDI2KMERXY4PYAQHNO55 \
  | 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: 81ff88b8e34694c246f8e3f0081daeef5fe2efa4d845dcff0e40a84d584490f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6f65e463bca20fe0863be78ebdfc87bf6ea164b79f3dc0b0e861e5c86b2bbd6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-19T05:22:21Z",
    "title_canon_sha256": "791a64563c30c11b64e7f92290ffdd42e1b9676b2f69028b4f8ab1c60858fdec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.19377",
    "kind": "arxiv",
    "version": 1
  }
}