Pith Number

pith:KFELEO3L

pith:2024:KFELEO3LQUUWS4OEUG7UAQC4MO

not attested not anchored not stored refs pending

Improving Model Evaluation using SMART Filtering of Benchmark Datasets

Adina Williams, Candace Ross, David Pantoja, Megan Ung, Rebecca J. Passonneau, Vipul Gupta

arxiv:2410.20245 v2 · 2024-10-26 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KFELEO3LQUUWS4OEUG7UAQC4MO}

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

Pretraining on the Test Set Is No Longer All You Need: A Debate-Driven Approach to QA Benchmarks

Receipt and verification

First computed	2026-07-05T10:12:22.621708Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5148b23b6b85296971c4a1bf40405c63a7759d9d66493ee22c37296c3b279e3d

Aliases

arxiv: 2410.20245 · arxiv_version: 2410.20245v2 · doi: 10.48550/arxiv.2410.20245 · pith_short_12: KFELEO3LQUUW · pith_short_16: KFELEO3LQUUWS4OE · pith_short_8: KFELEO3L

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/KFELEO3LQUUWS4OEUG7UAQC4MO \
  | 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: 5148b23b6b85296971c4a1bf40405c63a7759d9d66493ee22c37296c3b279e3d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "65a46ac953a289da7a67e399c87a5dcdef413213590a3a1cfe83453ee38496fb",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-26T18:21:44Z",
    "title_canon_sha256": "b0aa3b8ef463d9cd1d2e294f1c686c7ecbb86b389e02135ae34d6f1c23719841"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.20245",
    "kind": "arxiv",
    "version": 2
  }
}