Pith Number

pith:MK5A2DB2

pith:2024:MK5A2DB2GOAIONF2FFJ5U2MQLQ

not attested not anchored not stored refs pending

Bayesian Causal Inference with Gaussian Process Networks

Enrico Giudice, Giusi Moffa, Jack Kuipers

arxiv:2402.00623 v1 · 2024-02-01 · 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{MK5A2DB2GOAIONF2FFJ5U2MQLQ}

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	2026-07-05T07:46:30.609823Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62ba0d0c3a33808734ba2953da69905c19be52abc14e5d7f1c12feb929ce3cae

Aliases

arxiv: 2402.00623 · arxiv_version: 2402.00623v1 · doi: 10.48550/arxiv.2402.00623 · pith_short_12: MK5A2DB2GOAI · pith_short_16: MK5A2DB2GOAIONF2 · pith_short_8: MK5A2DB2

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/MK5A2DB2GOAIONF2FFJ5U2MQLQ \
  | 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: 62ba0d0c3a33808734ba2953da69905c19be52abc14e5d7f1c12feb929ce3cae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5c8fe52ae1829b9d9110b47582c6a8c6b085d6647f0449a84eda8b75addc2e22",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-02-01T14:39:59Z",
    "title_canon_sha256": "ff113a2adfc301498fbe1bbd7cd796fd4902be731ef8ed01e32a03542da68843"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.00623",
    "kind": "arxiv",
    "version": 1
  }
}