Pith Number

pith:GG3RU7MP

pith:2017:GG3RU7MPTWVEIY5HPSEA62TDCA

not attested not anchored not stored refs pending

Learning the structure of Bayesian Networks: A quantitative assessment of the effect of different algorithmic schemes

Daniele Ramazzotti, Ivo Goncalves, Mauro Castelli, Roberto Henriques, Stefano Beretta

arxiv:1704.08676 v2 · 2017-04-27 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GG3RU7MPTWVEIY5HPSEA62TDCA}

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	2026-05-18T00:08:55.377798Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31b71a7d8f9daa4463a77c880f6a6310098996e0829e31a4c15141d47b17d53f

Aliases

arxiv: 1704.08676 · arxiv_version: 1704.08676v2 · doi: 10.48550/arxiv.1704.08676 · pith_short_12: GG3RU7MPTWVE · pith_short_16: GG3RU7MPTWVEIY5H · pith_short_8: GG3RU7MP

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/GG3RU7MPTWVEIY5HPSEA62TDCA \
  | 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: 31b71a7d8f9daa4463a77c880f6a6310098996e0829e31a4c15141d47b17d53f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a48593f06cbe3fa5eac73b9ecf7542f3e83ab8b6367be8032c890dd7dcdba778",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-04-27T17:40:22Z",
    "title_canon_sha256": "778573f60a03c08dc30d0404662dce8b81d8618014997bf9700e5b1c8b913681"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1704.08676",
    "kind": "arxiv",
    "version": 2
  }
}