Pith Number

pith:GGYAPUPB

pith:2024:GGYAPUPBMWXZS6NDEQMJPHASB5

not attested not anchored not stored refs pending

Causal Discovery of Linear Non-Gaussian Causal Models with Unobserved Confounding

Daniela Schkoda, Elina Robeva, Mathias Drton

arxiv:2408.04907 v1 · 2024-08-09 · stat.ML · cs.LG · 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{GGYAPUPBMWXZS6NDEQMJPHASB5}

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	2026-07-05T08:53:45.690848Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31b007d1e165af9979a32418979c120f652b6d1a5440009a9653a54801fe7796

Aliases

arxiv: 2408.04907 · arxiv_version: 2408.04907v1 · doi: 10.48550/arxiv.2408.04907 · pith_short_12: GGYAPUPBMWXZ · pith_short_16: GGYAPUPBMWXZS6ND · pith_short_8: GGYAPUPB

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/GGYAPUPBMWXZS6NDEQMJPHASB5 \
  | 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: 31b007d1e165af9979a32418979c120f652b6d1a5440009a9653a54801fe7796

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b4cae57a27b92318a6a804ce65e3fc3f1bb6186a0e10009f3bc3a381741dd360",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-08-09T07:24:12Z",
    "title_canon_sha256": "dd16abf7f086655678609ea694e56ca913951751d1c2f77eea562b6a6bf38c04"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.04907",
    "kind": "arxiv",
    "version": 1
  }
}