Pith Number

pith:7VPGDM4M

pith:2023:7VPGDM4M5RREGUVOS7PECPMVIF

not attested not anchored not stored refs pending

CodeCoT: Tackling Code Syntax Errors in CoT Reasoning for Code Generation

Dong Huang, Heming Cui, Qingwen Bu, Yuhao Qing

arxiv:2308.08784 v2 · 2023-08-17 · cs.SE · cs.AI

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\usepackage{pith}
\pithnumber{7VPGDM4M5RREGUVOS7PECPMVIF}

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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

6 papers in Pith

Large Language Model-Based Agents for Software Engineering: A Survey

AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation

BACE: LLM-based Code Generation through Bayesian Anchored Co-Evolution of Code and Test Populations

Memory in the Age of AI Agents

You Don't Need Public Tests to Generate Correct Code

Receipt and verification

First computed	2026-07-05T07:48:31.217462Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fd5e61b38cec624352ae97de413d954152f05592c90a74ea2b635c38051ed8ba

Aliases

arxiv: 2308.08784 · arxiv_version: 2308.08784v2 · doi: 10.48550/arxiv.2308.08784 · pith_short_12: 7VPGDM4M5RRE · pith_short_16: 7VPGDM4M5RREGUVO · pith_short_8: 7VPGDM4M

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/7VPGDM4M5RREGUVOS7PECPMVIF \
  | 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: fd5e61b38cec624352ae97de413d954152f05592c90a74ea2b635c38051ed8ba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a0beeb159a301c044d7a024df9b4c0dda81e16108715888eeb5c4bbcf7503c9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-08-17T04:58:51Z",
    "title_canon_sha256": "b56169cc7036c1e3cde152a06a3043c7efb1657bb2da2f4d408f0e83541989bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.08784",
    "kind": "arxiv",
    "version": 2
  }
}