Pith Number

pith:6OYI7A3L

pith:2024:6OYI7A3L5PFGPS72FGYFUUNV5R

not attested not anchored not stored refs pending

Benchmark Inflation: Revealing LLM Performance Gaps Using Retro-Holdouts

Cenny Wenner, Clement Neo, Esben Kran, Jacob Haimes, Jason Schreiber, Kunvar Thaman, Vassil Tashev

arxiv:2410.09247 v1 · 2024-10-11 · cs.LG · cs.AI · 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{6OYI7A3L5PFGPS72FGYFUUNV5R}

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

2 papers in Pith

Unsteady Metrics and Benchmarking Cultures of AI Model Builders

Reward Hacking Benchmark: Measuring Exploits in LLM Agents with Tool Use

Receipt and verification

First computed	2026-07-05T09:20:05.639362Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f3b08f836bebca67cbfa29b05a51b5ec616b0eaa9da7f9bee3e83def67ee7f2c

Aliases

arxiv: 2410.09247 · arxiv_version: 2410.09247v1 · doi: 10.48550/arxiv.2410.09247 · pith_short_12: 6OYI7A3L5PFG · pith_short_16: 6OYI7A3L5PFGPS72 · pith_short_8: 6OYI7A3L

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/6OYI7A3L5PFGPS72FGYFUUNV5R \
  | 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: f3b08f836bebca67cbfa29b05a51b5ec616b0eaa9da7f9bee3e83def67ee7f2c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "11218bff621513be954c37ffef7677968450907c7af7b341d4bd343e8fe10a2c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-11T20:46:56Z",
    "title_canon_sha256": "fde39da6ddb8ad6edd159b5f82ab961732364b12bad98f856610673f0518841d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.09247",
    "kind": "arxiv",
    "version": 1
  }
}