Pith Number

pith:DN3KC6OU

pith:2025:DN3KC6OU2UFENAMWLTMRS5O5X3

not attested not anchored not stored refs pending

Making a Pipeline Production-Ready: Challenges and Lessons Learned in the Healthcare Domain

2, (2) Jheronimus Academy of Data Science, 3, (3) Technical University of Eindhoven, 4), (4) Tilburg University), Alfredo Goldman (1), Daniel Angelo Esteves Lawand (1), Lucas Quaresma Medina Lam (1), Marcelo Finger (1) ((1) University of S\~ao Paulo, Renato Cordeiro Ferreira (1, Roberto Oliveira Bolgheroni (1)

arxiv:2506.06946 v3 · 2025-06-07 · cs.SE · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DN3KC6OU2UFENAMWLTMRS5O5X3}

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

A Tale of Two Systems: Characterizing Architectural Complexity on Machine Learning-Enabled Systems

Receipt and verification

First computed	2026-07-05T12:07:08.396264Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b76a179d4d50a4681965cd91975ddbefc6c2378f4d937e7fe60fce554802376

Aliases

arxiv: 2506.06946 · arxiv_version: 2506.06946v3 · doi: 10.48550/arxiv.2506.06946 · pith_short_12: DN3KC6OU2UFE · pith_short_16: DN3KC6OU2UFENAMW · pith_short_8: DN3KC6OU

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/DN3KC6OU2UFENAMWLTMRS5O5X3 \
  | 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: 1b76a179d4d50a4681965cd91975ddbefc6c2378f4d937e7fe60fce554802376

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f0de03e71554682bee65410083f5565f0e05f0ed3505c91c6931c6b7ad623fd0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-06-07T23:00:13Z",
    "title_canon_sha256": "6165a1fb7abebcd3e7b46861ba9f96da2bef00800c444a352b87037903a195a9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.06946",
    "kind": "arxiv",
    "version": 3
  }
}