Pith Number

pith:676HFBBX

pith:2025:676HFBBX5K4EEWKXADHHWKIKQA

not attested not anchored not stored refs pending

Can LLM Generate Regression Tests for Software Commits?

Eleonora Losiouk, Jing Liu, Marcel B\"ohme, Seongmin Lee

arxiv:2501.11086 v1 · 2025-01-19 · cs.SE · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{676HFBBX5K4EEWKXADHHWKIKQA}

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

2 papers in Pith

PR-Aware Automated Unit Test Generation: Challenges and Opportunities

MASFuzzer: Fuzz Driver Generation and Adaptive Scheduling via Multidimensional API Sequences

Receipt and verification

First computed	2026-07-05T10:03:03.148396Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f7fc728437eab842595700ce7b290a801238e31dbf242a2c25b742d1308db9c2

Aliases

arxiv: 2501.11086 · arxiv_version: 2501.11086v1 · doi: 10.48550/arxiv.2501.11086 · pith_short_12: 676HFBBX5K4E · pith_short_16: 676HFBBX5K4EEWKX · pith_short_8: 676HFBBX

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/676HFBBX5K4EEWKXADHHWKIKQA \
  | 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: f7fc728437eab842595700ce7b290a801238e31dbf242a2c25b742d1308db9c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d2a60fe1ac137806bcc5fa0f18f58cb8f61c7a479298892ee71692d10bb9f4f3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-01-19T15:46:26Z",
    "title_canon_sha256": "a7c040ce43e54783d4f9ac9a7e29437e6535a2aa70c105f5bf3b709aec7fe314"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.11086",
    "kind": "arxiv",
    "version": 1
  }
}