Pith Number

pith:T3TJRCSY

pith:2023:T3TJRCSYSVE2QVLPLPBAND5NE2

not attested not anchored not stored refs pending

Automatic Code Summarization via ChatGPT: How Far Are We?

Chunrong Fang, Gelei Deng, Hanwei Qian, Quanjun Zhang, Shenghan Huang, Weisong Sun, Yang Liu, Yi Liu, Yuchen Chen, Yudu You, Yuekang Li, Yun Miao, Zhenyu Chen

arxiv:2305.12865 v1 · 2023-05-22 · cs.SE · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T3TJRCSYSVE2QVLPLPBAND5NE2}

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

5 papers in Pith

Agent4cs: A Multi-agent System for Code Summarization in Large Hierarchical Codebases

ReDef: Do Code Language Models Truly Understand Code Changes for Just-in-Time Software Defect Prediction?

CodeWiki: Evaluating AI's Ability to Generate Holistic Documentation for Large-Scale Codebases

An Empirical Study on Influence-Based Pretraining Data Selection for Code Large Language Models

Prompt-Driven Code Summarization: A Systematic Literature Review

Receipt and verification

First computed	2026-07-05T06:12:15.944610Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ee6988a589549a8556f5bc2068fad269edbdde62456934d8f97f666900a4540

Aliases

arxiv: 2305.12865 · arxiv_version: 2305.12865v1 · doi: 10.48550/arxiv.2305.12865 · pith_short_12: T3TJRCSYSVE2 · pith_short_16: T3TJRCSYSVE2QVLP · pith_short_8: T3TJRCSY

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/T3TJRCSYSVE2QVLPLPBAND5NE2 \
  | 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: 9ee6988a589549a8556f5bc2068fad269edbdde62456934d8f97f666900a4540

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f6680aefdcd34d789b945b15c34e60e294a1ad07ba68b0b005d877d3a4375718",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-05-22T09:43:40Z",
    "title_canon_sha256": "2089512534a142419f591ba59e969ab43d930004af11f48ca943bec81f1b746a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.12865",
    "kind": "arxiv",
    "version": 1
  }
}