Pith Number

pith:LJS3DOYN

pith:2026:LJS3DOYNI3LFBUTV5UML42KX56

not attested not anchored not stored refs pending

A Step Towards Inherently Interpretable Causal Machine Learning Models For Decision Support

David Zapata Gonzalez

arxiv:2606.24348 v1 · 2026-06-23 · cs.CE · 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{LJS3DOYNI3LFBUTV5UML42KX56}

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	2026-06-24T01:15:27.927640Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a65b1bb0d46d650d275ed18be6957efb0b82040eb13d1f40b6044502e03e893

Aliases

arxiv: 2606.24348 · arxiv_version: 2606.24348v1 · doi: 10.48550/arxiv.2606.24348 · pith_short_12: LJS3DOYNI3LF · pith_short_16: LJS3DOYNI3LFBUTV · pith_short_8: LJS3DOYN

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/LJS3DOYNI3LFBUTV5UML42KX56 \
  | 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: 5a65b1bb0d46d650d275ed18be6957efb0b82040eb13d1f40b6044502e03e893

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa28887fa137d65aac5cb101a2501e12bc842eb8338b4099de80440b745d06a9",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CE",
    "submitted_at": "2026-06-23T09:38:47Z",
    "title_canon_sha256": "9a603b72c7eadcc5dadcd956b1dfddb0b10ac7c054ec984fa21a627fe50fe8ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.24348",
    "kind": "arxiv",
    "version": 1
  }
}