Pith Number

pith:2REQ6UC7

pith:2015:2REQ6UC7ECYHMURA2TXRY6FYSB

not attested not anchored not stored refs pending

Learning Discrete Bayesian Networks from Continuous Data

Mykel John Kochenderfer, Tim Allan Wheeler, Yi-Chun Chen

arxiv:1512.02406 v3 · 2015-12-08 · cs.AI · 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{2REQ6UC7ECYHMURA2TXRY6FYSB}

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	2026-05-18T00:05:34.811007Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d4490f505f20b0765220d4ef1c78b89040211abae4c922bbe1f3e5d1b838c658

Aliases

arxiv: 1512.02406 · arxiv_version: 1512.02406v3 · doi: 10.48550/arxiv.1512.02406 · pith_short_12: 2REQ6UC7ECYH · pith_short_16: 2REQ6UC7ECYHMURA · pith_short_8: 2REQ6UC7

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/2REQ6UC7ECYHMURA2TXRY6FYSB \
  | 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: d4490f505f20b0765220d4ef1c78b89040211abae4c922bbe1f3e5d1b838c658

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7325a65a1267239a99f96e278e10c37248e31d5e77bc724167ea38ca2e5da2f4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2015-12-08T11:12:04Z",
    "title_canon_sha256": "4ca31a1a3acccc7ffee6f97a5a5f8e17bcb7586468095cc1170a298e47d8612b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1512.02406",
    "kind": "arxiv",
    "version": 3
  }
}