Pith Number

pith:6ELT63NS

pith:2023:6ELT63NSTJUV2K33P24H7T7ZW5

not attested not anchored not stored refs pending

Copiloting the Copilots: Fusing Large Language Models with Completion Engines for Automated Program Repair

Chunqiu Steven Xia, Lingming Zhang, Yuxiang Wei

arxiv:2309.00608 v3 · 2023-09-01 · cs.SE · cs.LG · cs.PL

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\usepackage{pith}
\pithnumber{6ELT63NSTJUV2K33P24H7T7ZW5}

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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

1 paper in Pith

Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation

Receipt and verification

First computed	2026-07-05T07:10:49.646038Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f1173f6db29a695d2b7b7eb87fcff9b74684ff805b5c050c06e3e74b60c24f61

Aliases

arxiv: 2309.00608 · arxiv_version: 2309.00608v3 · doi: 10.48550/arxiv.2309.00608 · pith_short_12: 6ELT63NSTJUV · pith_short_16: 6ELT63NSTJUV2K33 · pith_short_8: 6ELT63NS

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/6ELT63NSTJUV2K33P24H7T7ZW5 \
  | 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: f1173f6db29a695d2b7b7eb87fcff9b74684ff805b5c050c06e3e74b60c24f61

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f2a8217f9774e3bb911b001e17d21a7d7f2abcf1eb0285fa92e4ab61c92119f1",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.PL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-09-01T17:54:14Z",
    "title_canon_sha256": "b458ce93424e334c7759bf805361f0797a994f2f40cecdbb6d9962a2be6f795c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.00608",
    "kind": "arxiv",
    "version": 3
  }
}