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Pith Number

pith:XSZ2EIQG

pith:2015:XSZ2EIQGCSHWHAJO4KFFAO5XGR
not attested not anchored not stored refs pending

Distinguishing Cause from Effect Based on Exogeneity

Bernhard Sch\"olkopf, Jiji Zhang, Kun Zhang

arxiv:1504.05651 v1 · 2015-04-22 · cs.AI · stat.ME

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{XSZ2EIQGCSHWHAJO4KFFAO5XGR}

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 2026-05-18T02:18:13.064567Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

bcb3a22206148f63812ee28a503bb734485c9b678347521470069c3f1d6ebb39

Aliases

arxiv: 1504.05651 · arxiv_version: 1504.05651v1 · doi: 10.48550/arxiv.1504.05651 · pith_short_12: XSZ2EIQGCSHW · pith_short_16: XSZ2EIQGCSHWHAJO · pith_short_8: XSZ2EIQG
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/XSZ2EIQGCSHWHAJO4KFFAO5XGR \
  | 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: bcb3a22206148f63812ee28a503bb734485c9b678347521470069c3f1d6ebb39
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e5308d337a059616c280a2c0e1194738a9193002a611c8fa889afe0a1ec27ba0",
    "cross_cats_sorted": [
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2015-04-22T04:35:33Z",
    "title_canon_sha256": "fbe0248694f65a0e0d87317956fcc487c97aa2395e3d76b7e0d7047c86d3fca1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1504.05651",
    "kind": "arxiv",
    "version": 1
  }
}