Pith Number

pith:KXMW2KXI

pith:2012:KXMW2KXITQNPIBZYM2LTZVLLNE

not attested not anchored not stored refs pending

Bayesian Discovery of Linear Acyclic Causal Models

Antti Hyttinen, Patrik O. Hoyer

arxiv:1205.2641 v1 · 2012-05-09 · stat.ML · cs.LG · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KXMW2KXITQNPIBZYM2LTZVLLNE}

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	2026-05-18T03:55:47.695568Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55d96d2ae89c1af4073866973cd56b692220093d51fac3b6ffc9217d7e81bb7a

Aliases

arxiv: 1205.2641 · arxiv_version: 1205.2641v1 · doi: 10.48550/arxiv.1205.2641 · pith_short_12: KXMW2KXITQNP · pith_short_16: KXMW2KXITQNPIBZY · pith_short_8: KXMW2KXI

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/KXMW2KXITQNPIBZYM2LTZVLLNE \
  | 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: 55d96d2ae89c1af4073866973cd56b692220093d51fac3b6ffc9217d7e81bb7a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee7f53ea4fb52356309f9496286f00eb0c627a1403e816ef3c584b5d663e91f3",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2012-05-09T15:30:07Z",
    "title_canon_sha256": "0485491ceaadab787f59b3a3000432fa8a2bc3a764d02710e8928bb504f7ce47"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1205.2641",
    "kind": "arxiv",
    "version": 1
  }
}