Pith. sign in
Pith Number

pith:BMZTDA5M

pith:2024:BMZTDA5MVL6MXI6NPHT4I3Q2BY
not attested not anchored not stored refs pending

Towards Reliable Evaluation of Neural Program Repair with Natural Robustness Testing

Bach Le, Dat Nguyen, Thanh Le-Cong, Toby Murray

arxiv:2402.11892 v2 · 2024-02-19 · cs.SE · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{BMZTDA5MVL6MXI6NPHT4I3Q2BY}

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.
Receipt and verification
First computed 2026-07-05T09:34:34.500884Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0b333183acaafccba3cd79e7c46e1a0e340fb077b642f44b0ed4e9c498763c2d

Aliases

arxiv: 2402.11892 · arxiv_version: 2402.11892v2 · doi: 10.48550/arxiv.2402.11892 · pith_short_12: BMZTDA5MVL6M · pith_short_16: BMZTDA5MVL6MXI6N · pith_short_8: BMZTDA5M
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/BMZTDA5MVL6MXI6NPHT4I3Q2BY \
  | 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: 0b333183acaafccba3cd79e7c46e1a0e340fb077b642f44b0ed4e9c498763c2d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "84980fce55565b826dd35728d27cf4525bd0e93385c2260345306458b29c1db1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-02-19T07:07:44Z",
    "title_canon_sha256": "5a0aaee614e0a4cf7e7e4a35ebcc3ee8b793a63699f7e1c5d7de7fd578a7cd52"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.11892",
    "kind": "arxiv",
    "version": 2
  }
}