Pith Number

pith:SKDFHC4I

pith:2017:SKDFHC4IDRYPYZLWT2JS2JAPYV

not attested not anchored not stored refs pending

Group invariance principles for causal generative models

Bernhard Sch\"olkopf, Dominik Janzing, Michel Besserve, Naji Shajarisales

arxiv:1705.02212 v1 · 2017-05-05 · stat.ML · cs.AI · cs.LG · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SKDFHC4IDRYPYZLWT2JS2JAPYV}

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	2026-05-18T00:45:00.386558Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9286538b881c70fc65769e932d240fc54883acc44d337d06a7100b1fd4912473

Aliases

arxiv: 1705.02212 · arxiv_version: 1705.02212v1 · doi: 10.48550/arxiv.1705.02212 · pith_short_12: SKDFHC4IDRYP · pith_short_16: SKDFHC4IDRYPYZLW · pith_short_8: SKDFHC4I

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/SKDFHC4IDRYPYZLWT2JS2JAPYV \
  | 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: 9286538b881c70fc65769e932d240fc54883acc44d337d06a7100b1fd4912473

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8013036f9cb5963ff977ca9c3d3e26035a93aa93b6d1e98c685578da5b046d92",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-05-05T13:34:16Z",
    "title_canon_sha256": "3edb7b2aa0c74c928e482a235f034ca2df91fc7b7dce510da923fd6649af66b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1705.02212",
    "kind": "arxiv",
    "version": 1
  }
}