Pith Number

pith:CEX5PKFG

pith:2025:CEX5PKFGMBJKKT5BIBLNMFC4KZ

not attested not anchored not stored refs pending

Benchmarking LLM for Code Smells Detection: OpenAI GPT-4.0 vs DeepSeek-V3

Ahmed R. Sadik, Siddhata Govind

arxiv:2504.16027 v1 · 2025-04-22 · cs.SE · cs.AI · cs.LG · cs.PL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CEX5PKFGMBJKKT5BIBLNMFC4KZ}

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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

2 papers in Pith

Towards Generalizable Reasoning: Group Causal Counterfactual Policy Optimization for LLM Reasoning

DynamicsLLM: a Dynamic Analysis-based Tool for Generating Intelligent Execution Traces Using LLMs to Detect Android Behavioural Code Smells

Receipt and verification

First computed	2026-07-05T10:52:33.642088Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

112fd7a8a66052a54fa14056d6145c5650a2d65b9e7aa4847e1d653f7c0265f1

Aliases

arxiv: 2504.16027 · arxiv_version: 2504.16027v1 · doi: 10.48550/arxiv.2504.16027 · pith_short_12: CEX5PKFGMBJK · pith_short_16: CEX5PKFGMBJKKT5B · pith_short_8: CEX5PKFG

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/CEX5PKFGMBJKKT5BIBLNMFC4KZ \
  | 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: 112fd7a8a66052a54fa14056d6145c5650a2d65b9e7aa4847e1d653f7c0265f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d7293a6a8666522514d77acf47dad742ea374bd6cc82b476920f0cc2afc4741c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.PL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-04-22T16:44:39Z",
    "title_canon_sha256": "7d30c5a962440ba79b63507bb15a34eecaf34b2f4360d316bba1641511597c88"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.16027",
    "kind": "arxiv",
    "version": 1
  }
}