Pith Number

pith:SK5UJEGH

pith:2025:SK5UJEGHD2W6WPJJQL6CYMOBAA

not attested not anchored not stored refs pending

Scalable Structure Learning of Bayesian Networks by Learning Algorithm Ensembles

Cheng Chen, Hui Ou-yang, Ke Tang, Qijun Cai, Shengcai Liu, Yew-Soon Ong, Zhiyuan Wang

arxiv:2506.22848 v1 · 2025-06-28 · cs.LG · 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{SK5UJEGHD2W6WPJJQL6CYMOBAA}

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	2026-07-05T11:28:46.566014Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

92bb4490c71eadeb3d2982fc2c31c10009a4e398463ebc62deabb2060f35718b

Aliases

arxiv: 2506.22848 · arxiv_version: 2506.22848v1 · doi: 10.48550/arxiv.2506.22848 · pith_short_12: SK5UJEGHD2W6 · pith_short_16: SK5UJEGHD2W6WPJJ · pith_short_8: SK5UJEGH

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/SK5UJEGHD2W6WPJJQL6CYMOBAA \
  | 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: 92bb4490c71eadeb3d2982fc2c31c10009a4e398463ebc62deabb2060f35718b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d0907c293af59d5c912e0ec0f6002fb4ab40a5b0d62752085cd3c8cbe2e5b1f1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-28T11:05:08Z",
    "title_canon_sha256": "0cb864fff8687c823b19e1b363c74da26a732659e1809e20e73d238c2ebd4d82"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.22848",
    "kind": "arxiv",
    "version": 1
  }
}