Pith. sign in
Pith Number

pith:4RF6K5GD

pith:2021:4RF6K5GDWTZRCAELH3RQ7OA5XV
not attested not anchored not stored refs pending

Automatic Program Repair with OpenAI's Codex: Evaluating QuixBugs

Julian Aron Prenner, Romain Robbes

arxiv:2111.03922 v1 · 2021-11-06 · cs.SE

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{4RF6K5GDWTZRCAELH3RQ7OA5XV}

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

1 paper in Pith

Receipt and verification
First computed 2026-07-05T03:29:32.894091Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e44be574c3b4f311008b3ee30fb81dbd6b154eb7c2241137ba125b46e2036132

Aliases

arxiv: 2111.03922 · arxiv_version: 2111.03922v1 · doi: 10.48550/arxiv.2111.03922 · pith_short_12: 4RF6K5GDWTZR · pith_short_16: 4RF6K5GDWTZRCAEL · pith_short_8: 4RF6K5GD
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4RF6K5GDWTZRCAELH3RQ7OA5XV \
  | 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: e44be574c3b4f311008b3ee30fb81dbd6b154eb7c2241137ba125b46e2036132
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2bca8aede3a2c73c10c44faf663acee83583e2b1b5fbe06836f8052ac18f2cae",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2021-11-06T17:11:53Z",
    "title_canon_sha256": "17f2d5d2ace1e0daf4fe2bda37de60251e441b9a8df919ba33a78c3df1697f54"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.03922",
    "kind": "arxiv",
    "version": 1
  }
}