Pith Number

pith:ULFTW762

pith:2017:ULFTW762F5MUOTMZCQP3VSNF6X

not attested not anchored not stored refs pending

Causal Inference on Multivariate and Mixed-Type Data

Alexander Marx, Jilles Vreeken

arxiv:1702.06385 v2 · 2017-02-21 · stat.ML · 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{ULFTW762F5MUOTMZCQP3VSNF6X}

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	2026-05-18T00:32:50.993179Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2cb3b7fda2f59474d99141fbac9a5f5ef58393b83ed0520aef56178c2be3e94

Aliases

arxiv: 1702.06385 · arxiv_version: 1702.06385v2 · doi: 10.48550/arxiv.1702.06385 · pith_short_12: ULFTW762F5MU · pith_short_16: ULFTW762F5MUOTMZ · pith_short_8: ULFTW762

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/ULFTW762F5MUOTMZCQP3VSNF6X \
  | 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: a2cb3b7fda2f59474d99141fbac9a5f5ef58393b83ed0520aef56178c2be3e94

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8465d019245670b8e59445955e020a62e8381655b24f69df51701c5375fd8ab9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-02-21T13:59:23Z",
    "title_canon_sha256": "766408364771c96a839bb08b0d945ce515fc9820cd783b62bc574789476bf0c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1702.06385",
    "kind": "arxiv",
    "version": 2
  }
}