Pith Number

pith:52KSC66V

pith:2023:52KSC66VYBX4WQVZSQOCBA54KZ

not attested not anchored not stored refs pending

Model-driven Engineering for Machine Learning Components: A Systematic Literature Review

Chetan Arora, Hira Naveed, Hourieh Khalajzadeh, John Grundy, Omar Haggag

arxiv:2311.00284 v1 · 2023-11-01 · cs.SE · 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{52KSC66VYBX4WQVZSQOCBA54KZ}

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	2026-07-05T07:07:45.029285Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee95217bd5c06fcb42b9941c2083bc56609f063dc4a7197dcf1d1ed949d942d5

Aliases

arxiv: 2311.00284 · arxiv_version: 2311.00284v1 · doi: 10.48550/arxiv.2311.00284 · pith_short_12: 52KSC66VYBX4 · pith_short_16: 52KSC66VYBX4WQVZ · pith_short_8: 52KSC66V

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/52KSC66VYBX4WQVZSQOCBA54KZ \
  | 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: ee95217bd5c06fcb42b9941c2083bc56609f063dc4a7197dcf1d1ed949d942d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0e003a2834caa918c67c83170c0f37a8db3fc2d905f957d79597a35dc2e72aae",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-11-01T04:29:47Z",
    "title_canon_sha256": "d495089c9ccae8a7c9a76f13026fe16a74da6afb25521661f080f76a894c7313"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.00284",
    "kind": "arxiv",
    "version": 1
  }
}