Pith Number

pith:IKZ45LTA

pith:2025:IKZ45LTA3GGWEMQVZ5JQQQ4PPA

not attested not anchored not stored refs pending

Large Language Model Guided Self-Debugging Code Generation

Carlos C. N. Kuhn, Muntasir Adnan, Zhiwei Xu

arxiv:2502.02928 v2 · 2025-02-05 · 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{IKZ45LTA3GGWEMQVZ5JQQQ4PPA}

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

4 papers in Pith

Benchmarking Code Improvement with Progressive, Adaptive, and Interactive Feedback

Microskill Architecture: A Modular Skill-Driven Framework for AI-Native Code Generation

A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems

Memory in the Age of AI Agents

Receipt and verification

First computed	2026-07-05T11:25:07.766871Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

42b3ceae60d98d623215cf5308438f7837061c79d39132b37e58ad614ce52168

Aliases

arxiv: 2502.02928 · arxiv_version: 2502.02928v2 · doi: 10.48550/arxiv.2502.02928 · pith_short_12: IKZ45LTA3GGW · pith_short_16: IKZ45LTA3GGWEMQV · pith_short_8: IKZ45LTA

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/IKZ45LTA3GGWEMQVZ5JQQQ4PPA \
  | 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: 42b3ceae60d98d623215cf5308438f7837061c79d39132b37e58ad614ce52168

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3f380ba36d4a84581f9b311dba1f61309c32cefdc39fe42c52ac62f877f0d9a2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-02-05T06:43:40Z",
    "title_canon_sha256": "b780a131bdbaf541c657fe6ed28399169225aa883d530a2d51d7db6aef342250"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.02928",
    "kind": "arxiv",
    "version": 2
  }
}