Pith Number

pith:5VTHUJRX

pith:2015:5VTHUJRX56KTCE5MNGG6572HPJ

not attested not anchored not stored refs pending

Incorporating Type II Error Probabilities from Independence Tests into Score-Based Learning of Bayesian Network Structure

David Sontag, Eliot Brenner

arxiv:1505.02870 v1 · 2015-05-12 · cs.LG · 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{5VTHUJRX56KTCE5MNGG6572HPJ}

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	2026-05-18T02:14:15.758059Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ed667a2637ef953113ac698deeff477a6e2dddc0d3e3a184ca0d3e802f139a92

Aliases

arxiv: 1505.02870 · arxiv_version: 1505.02870v1 · doi: 10.48550/arxiv.1505.02870 · pith_short_12: 5VTHUJRX56KT · pith_short_16: 5VTHUJRX56KTCE5M · pith_short_8: 5VTHUJRX

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/5VTHUJRX56KTCE5MNGG6572HPJ \
  | 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: ed667a2637ef953113ac698deeff477a6e2dddc0d3e3a184ca0d3e802f139a92

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "42ed998263ef7b0dc7fb191f495e301b0a34f5a561edd076579d5df54ec10c7b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-05-12T04:31:08Z",
    "title_canon_sha256": "aecdd8ed21f09b17ea318cfd9b6f9b96c9e4edc1e25f4cc31221b031babbc9e3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1505.02870",
    "kind": "arxiv",
    "version": 1
  }
}