Pith Number

pith:T5TACAHF

pith:2025:T5TACAHFD6WD5ZE7U3W7HVWLY4

not attested not anchored not stored refs pending

YATE: The Role of Test Repair in LLM-Based Unit Test Generation

Jie M. Zhang, Mark Harman, Michael Konstantinou, Mike Papadakis, Renzo Degiovanni

arxiv:2507.18316 v1 · 2025-07-24 · 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{T5TACAHFD6WD5ZE7U3W7HVWLY4}

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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

2 papers in Pith

PR-Aware Automated Unit Test Generation: Challenges and Opportunities

Inferring Code Correctness from Specification

Receipt and verification

First computed	2026-07-05T11:42:45.949914Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f660100e51fac3ee49fa6edf3d6cbc7004e4c65929c11df26f88f26237e7dc6

Aliases

arxiv: 2507.18316 · arxiv_version: 2507.18316v1 · doi: 10.48550/arxiv.2507.18316 · pith_short_12: T5TACAHFD6WD · pith_short_16: T5TACAHFD6WD5ZE7 · pith_short_8: T5TACAHF

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/T5TACAHFD6WD5ZE7U3W7HVWLY4 \
  | 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: 9f660100e51fac3ee49fa6edf3d6cbc7004e4c65929c11df26f88f26237e7dc6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f89a46ad710a343b9ab2b75544a8262d069072a454f366f2afdfd37c5922e264",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-07-24T11:32:31Z",
    "title_canon_sha256": "e16c84a1572c0ea531073ecde0a54bf74dd9abb302bbffbe5e5966e31c43b307"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.18316",
    "kind": "arxiv",
    "version": 1
  }
}