Pith Number

pith:XOMZ7U57

pith:2022:XOMZ7U57POTPCBCLXP5PSWDO37

not attested not anchored not stored refs pending

Learning Latent Structural Causal Models

Derek Nowrouzezahrai, Ivaxi Sheth, Jithendaraa Subramanian, Nan Rosemary Ke, Samira Ebrahimi Kahou, Stefan Bauer, Tristan Deleu, Yashas Annadani

arxiv:2210.13583 v1 · 2022-10-24 · cs.LG · cs.AI · 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{XOMZ7U57POTPCBCLXP5PSWDO37}

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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

1 paper in Pith

Differentiable Causal Discovery For Latent Hierarchical Causal Models

Receipt and verification

First computed	2026-07-05T05:10:19.749148Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb999fd3bf7ba6f1044bbbfaf9586edffedc277b7727bcbb99d19955d14d0862

Aliases

arxiv: 2210.13583 · arxiv_version: 2210.13583v1 · doi: 10.48550/arxiv.2210.13583 · pith_short_12: XOMZ7U57POTP · pith_short_16: XOMZ7U57POTPCBCL · pith_short_8: XOMZ7U57

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/XOMZ7U57POTPCBCLXP5PSWDO37 \
  | 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: bb999fd3bf7ba6f1044bbbfaf9586edffedc277b7727bcbb99d19955d14d0862

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a998865f4bdcbcfa0dabac1431171483779686649db5a4c770651f0e0a4530c",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-24T20:09:44Z",
    "title_canon_sha256": "e83313b457184b18a9cdb1300d628f787cac5e77c98bdc390b9d36390619b218"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.13583",
    "kind": "arxiv",
    "version": 1
  }
}