Pith Number

pith:FQ4UUYJP

pith:2024:FQ4UUYJPSUZ7ITRX3UIYP37X2E

not attested not anchored not stored refs pending

On Leakage of Code Generation Evaluation Datasets

Alexandre Matton, Dennis Aumiller, Elena Tommasone, Ellen Gilsenan-McMahon, Jingyi He, Matthias Gall\'e, Maxime Voisin, Milad Alizadeh, Raymond Ma, Tom Sherborne

arxiv:2407.07565 v3 · 2024-07-10 · 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{FQ4UUYJPSUZ7ITRX3UIYP37X2E}

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

Towards Real-World Validity in Generative AI Benchmarks: Understanding and Designing Domain-Centered Evaluations for Journalism Practitioners

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code

Receipt and verification

First computed	2026-07-05T09:15:13.124627Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c394a612f9533f44e37dd1187eff7d128b9782c8d65d34bb182de9b33e9aa4f

Aliases

arxiv: 2407.07565 · arxiv_version: 2407.07565v3 · doi: 10.48550/arxiv.2407.07565 · pith_short_12: FQ4UUYJPSUZ7 · pith_short_16: FQ4UUYJPSUZ7ITRX · pith_short_8: FQ4UUYJP

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/FQ4UUYJPSUZ7ITRX3UIYP37X2E \
  | 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: 2c394a612f9533f44e37dd1187eff7d128b9782c8d65d34bb182de9b33e9aa4f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c576e2c35a8ad04ffc405d27e36ab340aea7a4ee07c7a681d834abbcd04c999b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-10T11:50:20Z",
    "title_canon_sha256": "271848190bd86b1796e026febfd492029f20353900adb7deb97ecf0e4339a1d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.07565",
    "kind": "arxiv",
    "version": 3
  }
}