Pith Number

pith:GJYSDCGL

pith:2024:GJYSDCGLR26WOZ4COJWXILTHPT

not attested not anchored not stored refs pending

ML-Enabled Systems Model Deployment and Monitoring: Status Quo and Problems

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

arxiv:2402.05333 v1 · 2024-02-08 · 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{GJYSDCGLR26WOZ4COJWXILTHPT}

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.

Receipt and verification

First computed	2026-07-05T07:42:48.383008Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

32712188cb8ebd676782726d742e677ceb1b89015d6df73279028747eba180b9

Aliases

arxiv: 2402.05333 · arxiv_version: 2402.05333v1 · doi: 10.48550/arxiv.2402.05333 · pith_short_12: GJYSDCGLR26W · pith_short_16: GJYSDCGLR26WOZ4C · pith_short_8: GJYSDCGL

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/GJYSDCGLR26WOZ4COJWXILTHPT \
  | 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: 32712188cb8ebd676782726d742e677ceb1b89015d6df73279028747eba180b9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0e0a63ef455757906af4e598f56bc7e491b7f67ac65e44edd67e0eb388319de2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-02-08T00:25:30Z",
    "title_canon_sha256": "cdec96f9ca5e578d09d8f924027f5a6d79edc9723387a13d88aa639e325b7897"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.05333",
    "kind": "arxiv",
    "version": 1
  }
}