Pith Number

pith:YL4KFMLD

pith:2025:YL4KFMLD6BJQSKMZDRZJJ5XHG5

not attested not anchored not stored refs pending

Tracking the Moving Target: A Framework for Continuous Evaluation of LLM Test Generation in Industry

Beatriz P\'erez Lamancha, Eneko Pizarro, Maider Azanza

arxiv:2504.18985 v1 · 2025-04-26 · 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{YL4KFMLD6BJQSKMZDRZJJ5XHG5}

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

All Green, Still Broken: Real-Flow Verification Lessons from an LLM-Integrated, Multi-Market Web Application

Receipt and verification

First computed	2026-07-05T10:54:50.022686Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c2f8a2b163f0530929991c7294f6e7377cab04108a50c573967f30da3ba3d5cb

Aliases

arxiv: 2504.18985 · arxiv_version: 2504.18985v1 · doi: 10.48550/arxiv.2504.18985 · pith_short_12: YL4KFMLD6BJQ · pith_short_16: YL4KFMLD6BJQSKMZ · pith_short_8: YL4KFMLD

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/YL4KFMLD6BJQSKMZDRZJJ5XHG5 \
  | 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: c2f8a2b163f0530929991c7294f6e7377cab04108a50c573967f30da3ba3d5cb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "db91f5277dae9249c8ac5ae957b8f0c5639f032bb08fa821b7837ef6b43d151c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-04-26T18:08:13Z",
    "title_canon_sha256": "fbcf56a19faf0d067b02aca24a32e7ec2e73b087cb446b3a7bc10780408a9c81"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.18985",
    "kind": "arxiv",
    "version": 1
  }
}