Pith Number

pith:57LA2JPE

pith:2023:57LA2JPE7J33BNZQC2KA3JBJUL

not attested not anchored not stored refs pending

ChatGPT Prompt Patterns for Improving Code Quality, Refactoring, Requirements Elicitation, and Software Design

Douglas C. Schmidt, Jesse Spencer-Smith, Jules White, Quchen Fu, Sam Hays

arxiv:2303.07839 v1 · 2023-03-11 · 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{57LA2JPE7J33BNZQC2KA3JBJUL}

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

7 papers in Pith

Foundation Models as Oracles for Refactoring Correctness Detection

Assessing, Exploiting, and Mitigating Syntactic Robustness Failures in LLM-Based Code Generation

Reliability of Large Language Models for Design Synthesis: An Empirical Study of Variance, Prompt Sensitivity, and Method Scaffolding

Recommendations for Efficient and Responsible LLM Adoption within Industrial Software Development

ArgRE: Formal Argumentation for Conflict Resolution in Multi-Agent Requirements Negotiation

Receipt and verification

First computed	2026-07-05T05:51:12.116254Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

efd60d25e4fa77b0b73016940da429a2df1c1319941e009b41e74634ed811d1b

Aliases

arxiv: 2303.07839 · arxiv_version: 2303.07839v1 · doi: 10.48550/arxiv.2303.07839 · pith_short_12: 57LA2JPE7J33 · pith_short_16: 57LA2JPE7J33BNZQ · pith_short_8: 57LA2JPE

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/57LA2JPE7J33BNZQC2KA3JBJUL \
  | 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: efd60d25e4fa77b0b73016940da429a2df1c1319941e009b41e74634ed811d1b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4350a4ae77305066c7909997bb90d1e15fb9aaeec13677e18865629bbbb4908f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-03-11T14:43:17Z",
    "title_canon_sha256": "312d6d7a465bbaf75b1d8831d928af164888f4911d8515058d66d78d5bd07ee9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.07839",
    "kind": "arxiv",
    "version": 1
  }
}