Pith Number

pith:3SE5HCXL

pith:2026:3SE5HCXLPXQYSPRTCY7LHSEJQM

not attested not anchored not stored refs pending

An Empirical Study of Gemini 3 for Detecting Natural Language Test Smells in Manual Test Cases

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

arxiv:2606.13804 v2 · 2026-06-11 · 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{3SE5HCXLPXQYSPRTCY7LHSEJQM}

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	2026-08-11T02:24:05.114040Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc89d38aeb7de1893e33163eb3c889831e2383b59deb0d33caa5d4d97842bf0f

Aliases

arxiv: 2606.13804 · arxiv_version: 2606.13804v2 · doi: 10.48550/arxiv.2606.13804 · pith_short_12: 3SE5HCXLPXQY · pith_short_16: 3SE5HCXLPXQYSPRT · pith_short_8: 3SE5HCXL

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/3SE5HCXLPXQYSPRTCY7LHSEJQM \
  | 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: dc89d38aeb7de1893e33163eb3c889831e2383b59deb0d33caa5d4d97842bf0f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b87747a1327c929c4381f417107e22a5a60ddd3d2559fd4754db53ca51dd172",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-06-11T18:20:15Z",
    "title_canon_sha256": "049c35a71a8c87ff2e81cbe7ad66c127cf288317d1842d94db44442a5256768c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.13804",
    "kind": "arxiv",
    "version": 2
  }
}