Pith Number

pith:7U7L7VSZ

pith:2024:7U7L7VSZKW55X2WOU6PJ3IQPPX

not attested not anchored not stored refs pending

Automated Test Case Repair Using Language Models

Ahmadreza Saboor Yaraghi, Darren Holden, Lionel Briand, Nafiseh Kahani

arxiv:2401.06765 v4 · 2024-01-12 · cs.SE

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7U7L7VSZKW55X2WOU6PJ3IQPPX}

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

A Large-scale Empirical Study on Fine-tuning Large Language Models for Unit Testing

Receipt and verification

First computed	2026-07-05T10:14:02.377471Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fd3ebfd65955bbdbeacea79e9da20f7df7dcfac07b0ee067d08a385de8eb3223

Aliases

arxiv: 2401.06765 · arxiv_version: 2401.06765v4 · doi: 10.48550/arxiv.2401.06765 · pith_short_12: 7U7L7VSZKW55 · pith_short_16: 7U7L7VSZKW55X2WO · pith_short_8: 7U7L7VSZ

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/7U7L7VSZKW55X2WOU6PJ3IQPPX \
  | 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: fd3ebfd65955bbdbeacea79e9da20f7df7dcfac07b0ee067d08a385de8eb3223

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9dce10eafcaeb4b25c9d4e8a067743714333fea86260aab0534ec7449f9cb45e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-01-12T18:56:57Z",
    "title_canon_sha256": "ec4202abf58f2dbcff5224ccd5010a6381157517b31f1a362b04eb5f8d4a8329"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.06765",
    "kind": "arxiv",
    "version": 4
  }
}