Pith Number

pith:PEM7CQ5U

pith:2024:PEM7CQ5UM3USWFIPL3MUFCBUFR

not attested not anchored not stored refs pending

Dagma-DCE: Interpretable, Non-Parametric Differentiable Causal Discovery

Daniel Waxman, Kurt Butler, Petar M. Djuric

arxiv:2401.02930 v1 · 2024-01-05 · cs.LG · 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{PEM7CQ5UM3USWFIPL3MUFCBUFR}

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	2026-07-05T07:40:26.148195Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7919f143b466e92b150f5ed94288342c5304ae760cb1ec343777d074f7740dc5

Aliases

arxiv: 2401.02930 · arxiv_version: 2401.02930v1 · doi: 10.48550/arxiv.2401.02930 · pith_short_12: PEM7CQ5UM3US · pith_short_16: PEM7CQ5UM3USWFIP · pith_short_8: PEM7CQ5U

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/PEM7CQ5UM3USWFIPL3MUFCBUFR \
  | 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: 7919f143b466e92b150f5ed94288342c5304ae760cb1ec343777d074f7740dc5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e4e897de367a616b41bddc83fe9b4bbd781e358e29e4640158aeb0512ac10919",
    "cross_cats_sorted": [
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-05T18:15:19Z",
    "title_canon_sha256": "6486e3894d8eb8c5503213774978a05c5af71749bfecd90d4eb69cc3b474faa9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.02930",
    "kind": "arxiv",
    "version": 1
  }
}