Pith Number

pith:Y4ER5GAV

pith:2025:Y4ER5GAVCQ5D7MAKO5H6UYH4BP

not attested not anchored not stored refs pending

Pitfalls of Evaluating Language Models with Open Benchmarks

(2) University of Central Florida, (3) Washington State University), Md Mahadi Hassan Sibat (2), Md. Najib Hasan (1), Mohammad Fakhruddin Babar (3), Monowar Hasan (3), Santu Karmaker (2) ((1) Wichita State University, Souvika Sarkar (1)

arxiv:2507.00460 v3 · 2025-07-01 · 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{Y4ER5GAVCQ5D7MAKO5H6UYH4BP}

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	2026-06-05T01:14:27.808928Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c7091e9815143a3fb00a774fea60fc0bddd9adf18cf9563e3df5e7d311be63fd

Aliases

arxiv: 2507.00460 · arxiv_version: 2507.00460v3 · doi: 10.48550/arxiv.2507.00460 · pith_short_12: Y4ER5GAVCQ5D · pith_short_16: Y4ER5GAVCQ5D7MAK · pith_short_8: Y4ER5GAV

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/Y4ER5GAVCQ5D7MAKO5H6UYH4BP \
  | 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: c7091e9815143a3fb00a774fea60fc0bddd9adf18cf9563e3df5e7d311be63fd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d94eabc6f5021c69de01fec9ccfd69ac44f33d5447dcaf61d3d70110161e7a33",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-01T06:17:48Z",
    "title_canon_sha256": "68225177603af9dada51df9a0d9d4c7115821428eca067bcc3d443037f15fd15"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.00460",
    "kind": "arxiv",
    "version": 3
  }
}