Pith Number

pith:JHFJR7JE

pith:2025:JHFJR7JE2FMYULOAX3QPAGW2M4

not attested not anchored not stored refs pending

Evaluating LLMs Effectiveness in Detecting and Correcting Test Smells: An Empirical Study

Eduardo Santana de Almeida, E. G. Santana Jr, Erlon P. Almeida, Iftekhar Ahmed, Jander Pereira Santos Junior, Paulo Anselmo da Mota Silveira Neto

arxiv:2506.07594 v1 · 2025-06-09 · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JHFJR7JE2FMYULOAX3QPAGW2M4}

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

3 papers in Pith

Qiskit Code Migration with LLMs

An Empirical Evaluation of Locally Deployed LLMs for Bug Detection in Python Code

How Compliant Are GitHub Actions Workflows? A Checklist-Based Study with LLM-Assisted Auditing

Receipt and verification

First computed	2026-07-05T11:18:30.052381Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

49ca98fd24d1598a2dc0bee0f01ada672629d451bc49cf80feac26a3d3c831a0

Aliases

arxiv: 2506.07594 · arxiv_version: 2506.07594v1 · doi: 10.48550/arxiv.2506.07594 · pith_short_12: JHFJR7JE2FMY · pith_short_16: JHFJR7JE2FMYULOA · pith_short_8: JHFJR7JE

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/JHFJR7JE2FMYULOAX3QPAGW2M4 \
  | 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: 49ca98fd24d1598a2dc0bee0f01ada672629d451bc49cf80feac26a3d3c831a0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a2791360a740836f976ecb8d1049c207f9e80b7bca57a0400f7586821cdef72",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-06-09T09:46:41Z",
    "title_canon_sha256": "b63edad99f31b7fd0eb5ce43f72296a6e5df19ccdaecb9c0ef8506ee89ce2252"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.07594",
    "kind": "arxiv",
    "version": 1
  }
}