Pith Number

pith:Y74B7B6A

pith:2024:Y74B7B6A4IJJW7SMPCT24AB6GN

not attested not anchored not stored refs pending

Empirical Analysis on CI/CD Pipeline Evolution in Machine Learning Projects

Alaa Houerbi, Dhia Elhaq Rzig, Foyzul Hassan, Rahul Ghanshyam Chavan

arxiv:2403.12199 v4 · 2024-03-18 · 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{Y74B7B6A4IJJW7SMPCT24AB6GN}

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

An Empirical Study of Complexity, Heterogeneity, and Compliance of GitHub Actions Workflows

Receipt and verification

First computed	2026-07-05T10:18:35.378090Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c7f81f87c0e2129b7e4c78a7ae003e33785012965bb2d5631681037980acf9c6

Aliases

arxiv: 2403.12199 · arxiv_version: 2403.12199v4 · doi: 10.48550/arxiv.2403.12199 · pith_short_12: Y74B7B6A4IJJ · pith_short_16: Y74B7B6A4IJJW7SM · pith_short_8: Y74B7B6A

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/Y74B7B6A4IJJW7SMPCT24AB6GN \
  | 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: c7f81f87c0e2129b7e4c78a7ae003e33785012965bb2d5631681037980acf9c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "07e7243e79bf4b34cba2043f7e019cceea590b12cfb5c4b9d69eaf2a727af5b5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-03-18T19:14:38Z",
    "title_canon_sha256": "d663dbf5c390870d0ef529a4ea6996c02f96a0f2aea89085c24937d21edf5d47"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.12199",
    "kind": "arxiv",
    "version": 4
  }
}