Pith Number

pith:OHOVIGUL

pith:2024:OHOVIGULFWQT6TDNICQRLBPSWH

not attested not anchored not stored refs pending

Naming the Pain in Machine Learning-Enabled Systems Engineering

Antonio Pedro Santos Alves, Daniel Mendez, G\"orkem Giray, Helio Lopes, Hugo Villamizar, J\"urgen Musil, Kelly Azevedo, Marcos Kalinowski, Michael Felderer, Niklas Lavesson, Stefan Biffl, Stefan Wagner, Tatiana Escovedo, Teresa Baldassarre, Tony Gorschek

arxiv:2406.04359 v1 · 2024-05-20 · 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{OHOVIGULFWQT6TDNICQRLBPSWH}

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

Define-ML: An Approach to Ideate Machine Learning-Enabled Systems

Receipt and verification

First computed	2026-07-05T08:28:43.011892Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

71dd541a8b2da13f4c6d40a11585f2b1deaae626c514f1ec939a94d01ce70fbe

Aliases

arxiv: 2406.04359 · arxiv_version: 2406.04359v1 · doi: 10.48550/arxiv.2406.04359 · pith_short_12: OHOVIGULFWQT · pith_short_16: OHOVIGULFWQT6TDN · pith_short_8: OHOVIGUL

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/OHOVIGULFWQT6TDNICQRLBPSWH \
  | 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: 71dd541a8b2da13f4c6d40a11585f2b1deaae626c514f1ec939a94d01ce70fbe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "757bd0b21a340e0c094c0ab0e2bfeb90cacdd4ddc76a9fa55f8c6cc2555028c4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-05-20T06:59:20Z",
    "title_canon_sha256": "d3a7aa791fe2600646c809104686c44d2b6a52e3e4b1b236fb203294b57791b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.04359",
    "kind": "arxiv",
    "version": 1
  }
}