Pith Number

pith:BVKLEZNY

pith:2022:BVKLEZNY7XXTZ3OMPXCWVQJTSX

not attested not anchored not stored refs pending

A Transformational Characterization of Unconditionally Equivalent Bayesian Networks

Alex Markham, Danai Deligeorgaki, Liam Solus, Pratik Misra

arxiv:2203.00521 v3 · 2022-03-01 · stat.ML · cs.LG · math.CO · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BVKLEZNY7XXTZ3OMPXCWVQJTSX}

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	2026-07-05T04:47:26.813696Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0d54b265b8fdef3cedcc7dc56ac13395cedce0ec4bdec1a88af49283c55cb575

Aliases

arxiv: 2203.00521 · arxiv_version: 2203.00521v3 · doi: 10.48550/arxiv.2203.00521 · pith_short_12: BVKLEZNY7XXT · pith_short_16: BVKLEZNY7XXTZ3OM · pith_short_8: BVKLEZNY

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/BVKLEZNY7XXTZ3OMPXCWVQJTSX \
  | 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: 0d54b265b8fdef3cedcc7dc56ac13395cedce0ec4bdec1a88af49283c55cb575

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "311c0e020d55a368edf18498fcb3b67e14f30475af7017d534f58a42026dbc16",
    "cross_cats_sorted": [
      "cs.LG",
      "math.CO",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-03-01T15:04:49Z",
    "title_canon_sha256": "42a98740176e962725fb05ba87184285d84d2e9762527a6210947e1e1028f782"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.00521",
    "kind": "arxiv",
    "version": 3
  }
}