Pith Number

pith:GBF5O6RT

pith:2021:GBF5O6RTU7OCDHXICTECJ3JQVF

not attested not anchored not stored refs pending

Causal Explanations of Structural Causal Models

Constantin A. Rothkopf, Devendra Singh Dhami, Kristian Kersting, Matej Ze\v{c}evi\'c

arxiv:2110.02395 v3 · 2021-10-05 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GBF5O6RTU7OCDHXICTECJ3JQVF}

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	2026-07-05T05:28:05.335011Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

304bd77a33a7dc219ee814c824ed30a95a9f1e8d5088b62e961fe465811c8516

Aliases

arxiv: 2110.02395 · arxiv_version: 2110.02395v3 · doi: 10.48550/arxiv.2110.02395 · pith_short_12: GBF5O6RTU7OC · pith_short_16: GBF5O6RTU7OCDHXI · pith_short_8: GBF5O6RT

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/GBF5O6RTU7OCDHXICTECJ3JQVF \
  | 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: 304bd77a33a7dc219ee814c824ed30a95a9f1e8d5088b62e961fe465811c8516

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c2fe81d1ca1a6c14655d27d7d7105479dbc55309ab7fb4fb97261b5f2938f3a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-05T22:57:45Z",
    "title_canon_sha256": "d98b62e50bd2255e5d3224ab13f3d2f19e23dd159f51a31237ab5f2b8ea59c03"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.02395",
    "kind": "arxiv",
    "version": 3
  }
}