Pith Number

pith:EOUA6F2N

pith:2026:EOUA6F2N5TFVEHQ7FDMAP6TPRA

not attested not anchored not stored refs pending

Beyond Strict Rules: Assessing the Effectiveness of Large Language Models for Code Smell Detection

Amanda Santana, Eduardo Figueiredo, Igor Muzetti, Jo\~ao Eduardo Montandon, Lionel Briand, Saymon Souza

arxiv:2601.09873 v2 · 2026-01-14 · 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{EOUA6F2N5TFVEHQ7FDMAP6TPRA}

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	2026-06-01T02:03:32.516158Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

23a80f174deccb521e1f28d807fa6f8816b539234c80f4d227d0d7722a719ef8

Aliases

arxiv: 2601.09873 · arxiv_version: 2601.09873v2 · doi: 10.48550/arxiv.2601.09873 · pith_short_12: EOUA6F2N5TFV · pith_short_16: EOUA6F2N5TFVEHQ7 · pith_short_8: EOUA6F2N

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/EOUA6F2N5TFVEHQ7FDMAP6TPRA \
  | 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: 23a80f174deccb521e1f28d807fa6f8816b539234c80f4d227d0d7722a719ef8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cbcd99c97c60bd20c6a3ee5167a86b91bc8c771b70c32300b01552c98e391e6a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-01-14T21:08:35Z",
    "title_canon_sha256": "784c9ea21c8de0997fa016bbe2a2d8c6f3d14ad8dab532e483712f5301dfb048"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.09873",
    "kind": "arxiv",
    "version": 2
  }
}