Pith Number

pith:ZG5AZNLB

pith:2020:ZG5AZNLBJCQUDEVRPYND2GHYRT

not attested not anchored not stored refs pending

Causal Rule Ensemble: Interpretable Discovery and Inference of Heterogeneous Treatment Effects

Falco J. Bargagli-Stoffi, Francesca Dominici, Kwonsang Lee, Riccardo Cadei

arxiv:2009.09036 v6 · 2020-09-18 · stat.ME · 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{ZG5AZNLBJCQUDEVRPYND2GHYRT}

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.

Cited by

2 papers in Pith

From Subgroups to Population Composition: A Transportability Approach to Effect Heterogeneity

Causal Stability Selection

Receipt and verification

First computed	2026-07-05T08:23:05.577971Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c9ba0cb56148a14192b17e1a3d18f88cf73f31d35822eb59c75b3c9b6dd768d7

Aliases

arxiv: 2009.09036 · arxiv_version: 2009.09036v6 · doi: 10.48550/arxiv.2009.09036 · pith_short_12: ZG5AZNLBJCQU · pith_short_16: ZG5AZNLBJCQUDEVR · pith_short_8: ZG5AZNLB

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/ZG5AZNLBJCQUDEVRPYND2GHYRT \
  | 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: c9ba0cb56148a14192b17e1a3d18f88cf73f31d35822eb59c75b3c9b6dd768d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3116ff1b8da6f9d38b636c350dcbb86dcb47aa7cc2f63547d5b1ba749054f431",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2020-09-18T19:28:57Z",
    "title_canon_sha256": "4ad25ad53ac3b91532def4df6fea98431cf45a8c16902835ebd171beedc6c229"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.09036",
    "kind": "arxiv",
    "version": 6
  }
}