Pith Number

pith:CLRQDII6

pith:2025:CLRQDII65HV6S2W267ZN5T5CUH

not attested not anchored not stored refs pending

Can We Trust AI Benchmarks? An Interdisciplinary Review of Current Issues in AI Evaluation

Arman Noroozian, David Fernandez-Llorca, Emilia Gomez, Erasmo Purificato, Guillaume Chaslot, Joao Vinagre, Maria Eriksson

arxiv:2502.06559 v2 · 2025-02-10 · 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{CLRQDII65HV6S2W267ZN5T5CUH}

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

19 papers in Pith

The Measurement Gap in the Automation of EU Law: Benchmarking Doctrinal Legal Reasoning under the EU AI Act

ComplexConstraints and Beyond: Expert Rubrics for RLVR

MC-PDD: Masked Corpus-Level Pretraining Data Detection for Black-Box Large Language Models

A Technical Typology of AI Systems in Public Administration

Welfare, Improvability, and Variance: A Principal-Agent Approach to Optimal Benchmark Item Aggregation

Receipt and verification

First computed	2026-07-05T11:09:07.928541Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

12e301a11ee9ebe96adaf7f2decfa2a1e27fd17637e8b12c86666bdaf233c363

Aliases

arxiv: 2502.06559 · arxiv_version: 2502.06559v2 · doi: 10.48550/arxiv.2502.06559 · pith_short_12: CLRQDII65HV6 · pith_short_16: CLRQDII65HV6S2W2 · pith_short_8: CLRQDII6

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/CLRQDII65HV6S2W267ZN5T5CUH \
  | 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: 12e301a11ee9ebe96adaf7f2decfa2a1e27fd17637e8b12c86666bdaf233c363

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6359c7f784125214322cbe1968992d9f40a975daac0aba5aabb0af684a570cae",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-02-10T15:25:06Z",
    "title_canon_sha256": "b4c7dc9b507879e966efcdbb6428e87c20f37beea026645f1649a1155e9447ab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06559",
    "kind": "arxiv",
    "version": 2
  }
}