Pith Number

pith:Y4WKDOIS

pith:2025:Y4WKDOISC5F2KT7GGWK2JGHVIV

not attested not anchored not stored refs pending

Investigating the Performance of Small Language Models in Detecting Test Smells in Manual Test Cases

Elvys Soares, Fabio Palomba, Keila Lucas, Luana Martins, M\'arcio Ribeiro, Rohit Gheyi

arxiv:2507.13035 v1 · 2025-07-17 · 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{Y4WKDOISC5F2KT7GGWK2JGHVIV}

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	2026-07-05T11:38:53.502620Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c72ca1b912174ba54fe63595a498f54552d1436091cbf53a70d13f065f2de8e0

Aliases

arxiv: 2507.13035 · arxiv_version: 2507.13035v1 · doi: 10.48550/arxiv.2507.13035 · pith_short_12: Y4WKDOISC5F2 · pith_short_16: Y4WKDOISC5F2KT7G · pith_short_8: Y4WKDOIS

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/Y4WKDOISC5F2KT7GGWK2JGHVIV \
  | 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: c72ca1b912174ba54fe63595a498f54552d1436091cbf53a70d13f065f2de8e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "114304b5215f44774e6705ac0e10e59593d4447d3e6f65617eef218c397eeda3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-07-17T12:06:29Z",
    "title_canon_sha256": "8ce0544723db9adb7e5c3f2d3d70de4d9d78c57c70e0a8b9260e158ce442fae4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.13035",
    "kind": "arxiv",
    "version": 1
  }
}