Pith Number

pith:DXOIU5VT

pith:2025:DXOIU5VTEFEPZCHODNQ5RNYOG2

not attested not anchored not stored refs pending

Code Benchmarks Should Prioritize Rigor, Reliability, and Reproducibility

Boxi Yu, Chaozheng Wang, Jialun Cao, Michael R. Lyu, Mingwei Liu, Pinjia He, Ruixi Qiao, Shing-Chi Cheung, Shuai Wang, Shuqing Li, Wenxuan Wang, Yuk-Kit Chan, Yuting Han, Zibin Zheng, Zixuan Ling

arxiv:2501.10711 v5 · 2025-01-18 · cs.SE · 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{DXOIU5VTEFEPZCHODNQ5RNYOG2}

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

8 papers in Pith

Flaws in the LLM Automation Narrative

AlgoBench: Benchmarking Algorithmic Adaptation in Code Generation

Guidelines for Empirical Studies in Software Engineering involving Large Language Models

Across Programming Language Silos: A Study on Cross-Lingual Retrieval-augmented Code Generation

Guidelines for Empirical Studies in Software Engineering involving Large Language Models

Receipt and verification

First computed	2026-07-07T02:19:37.249459Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ddc8a76b32148fc88ee1b61d8b70e368740a3c8196e216b97f215013e863ba9

Aliases

arxiv: 2501.10711 · arxiv_version: 2501.10711v5 · doi: 10.48550/arxiv.2501.10711 · pith_short_12: DXOIU5VTEFEP · pith_short_16: DXOIU5VTEFEPZCHO · pith_short_8: DXOIU5VT

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/DXOIU5VTEFEPZCHODNQ5RNYOG2 \
  | 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: 1ddc8a76b32148fc88ee1b61d8b70e368740a3c8196e216b97f215013e863ba9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7db5601ed86e13add943dad5d203c8bd59e182fea143bc291ca494df015ced74",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-01-18T09:51:57Z",
    "title_canon_sha256": "0cc7a9eecf6bc0db96d6167e710f1bf6df3958a9de179fc95c3826f1381fd20b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.10711",
    "kind": "arxiv",
    "version": 5
  }
}