Pith Number

pith:BMZBL2KG

pith:2019:BMZBL2KGLO3MFUVABA5WSUHXF6

not attested not anchored not stored refs pending

Online Causal Structure Learning in the Presence of Latent Variables

Durdane Kocacoban, James Cussens

arxiv:1904.13247 v2 · 2019-04-30 · cs.AI · 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{BMZBL2KGLO3MFUVABA5WSUHXF6}

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	2026-05-17T23:40:38.807147Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0b3215e9465bb6c2d2a0083b6950f72f8bd0f8ba0535d284b9071bb69da814c7

Aliases

arxiv: 1904.13247 · arxiv_version: 1904.13247v2 · doi: 10.48550/arxiv.1904.13247 · pith_short_12: BMZBL2KGLO3M · pith_short_16: BMZBL2KGLO3MFUVA · pith_short_8: BMZBL2KG

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/BMZBL2KGLO3MFUVABA5WSUHXF6 \
  | 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: 0b3215e9465bb6c2d2a0083b6950f72f8bd0f8ba0535d284b9071bb69da814c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "661943fed938376b4e91e2ff203a3e066954367f72847b7c5272a8d31a4cabba",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2019-04-30T13:49:43Z",
    "title_canon_sha256": "494c9013b820347d1f7e0c140d0f4851e44442710552d0f110c74041a454d472"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.13247",
    "kind": "arxiv",
    "version": 2
  }
}