Pith Number

pith:5GA3FFOH

pith:2012:5GA3FFOHJUHKPVSSO2UWDINZPL

not attested not anchored not stored refs pending

Causal Inference on Time Series using Structural Equation Models

Bernhard Sch\"olkopf, Dominik Janzing, Jonas Peters

arxiv:1207.5136 v1 · 2012-07-21 · 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{5GA3FFOHJUHKPVSSO2UWDINZPL}

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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.

Receipt and verification

First computed	2026-05-18T01:08:36.179596Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e981b295c74d0ea7d65276a961a1b97ac921cb315f462832d2f2a2c14a5e64eb

Aliases

arxiv: 1207.5136 · arxiv_version: 1207.5136v1 · doi: 10.48550/arxiv.1207.5136 · pith_short_12: 5GA3FFOHJUHK · pith_short_16: 5GA3FFOHJUHKPVSS · pith_short_8: 5GA3FFOH

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/5GA3FFOHJUHKPVSSO2UWDINZPL \
  | 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: e981b295c74d0ea7d65276a961a1b97ac921cb315f462832d2f2a2c14a5e64eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da6533ce988e1238ab0815c24b5b410866c930bf25956fadd096fc799d3c2bdc",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2012-07-21T13:31:56Z",
    "title_canon_sha256": "89599e7092c092f3c5f9e6e87f26a01e03a06f40b946f963026df30220d49563"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1207.5136",
    "kind": "arxiv",
    "version": 1
  }
}