Pith Number

pith:J7B6BZDS

pith:2019:J7B6BZDSW5FRWC6DZOGG45RI3Q

not attested not anchored not stored refs pending

Causal structure based root cause analysis of outliers

Dominik Janzing, Kailash Budhathoki, Lenon Minorics, Patrick Bl\"obaum

arxiv:1912.02724 v1 · 2019-12-05 · stat.ML · 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{J7B6BZDSW5FRWC6DZOGG45RI3Q}

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	2026-07-05T00:24:16.350906Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4fc3e0e472b74b1b0bc3cb8c6e7628dc350ee4316d5590438ab5313ef4dd194c

Aliases

arxiv: 1912.02724 · arxiv_version: 1912.02724v1 · doi: 10.48550/arxiv.1912.02724 · pith_short_12: J7B6BZDSW5FR · pith_short_16: J7B6BZDSW5FRWC6D · pith_short_8: J7B6BZDS

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/J7B6BZDSW5FRWC6DZOGG45RI3Q \
  | 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: 4fc3e0e472b74b1b0bc3cb8c6e7628dc350ee4316d5590438ab5313ef4dd194c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "55c0ffc0a16cfc26b5c088301ba1cd24ffeafdafc0000057f390d7c951f347d9",
    "cross_cats_sorted": [
      "cs.LG",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-12-05T17:00:20Z",
    "title_canon_sha256": "28986b1fc45d1430dea0951c623536ac4a60beb5adaa80d04b0ef3474ad2ef02"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.02724",
    "kind": "arxiv",
    "version": 1
  }
}