Pith Number

pith:AZ5K6LGY

pith:2018:AZ5K6LGYIBTIJDAQASRBUNTHNV

not attested not anchored not stored refs pending

Minimal I-MAP MCMC for Scalable Structure Discovery in Causal DAG Models

Caroline Uhler, Raj Agrawal, Tamara Broderick

arxiv:1803.05554 v3 · 2018-03-15 · stat.CO · cs.LG · stat.ME · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AZ5K6LGYIBTIJDAQASRBUNTHNV}

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	2026-05-18T00:12:31.935138Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

067aaf2cd84066848c1004a21a36676d6995d3a0c8a58257e2210bc0f63cb4f3

Aliases

arxiv: 1803.05554 · arxiv_version: 1803.05554v3 · doi: 10.48550/arxiv.1803.05554 · pith_short_12: AZ5K6LGYIBTI · pith_short_16: AZ5K6LGYIBTIJDAQ · pith_short_8: AZ5K6LGY

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/AZ5K6LGYIBTIJDAQASRBUNTHNV \
  | 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: 067aaf2cd84066848c1004a21a36676d6995d3a0c8a58257e2210bc0f63cb4f3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "30fcabd9d60f62b7129160b76c8ed821a5efc68df518dfc005248fc4c4ed2c7f",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.CO",
    "submitted_at": "2018-03-15T00:53:25Z",
    "title_canon_sha256": "5c1d51060e052c5798e601e233c13f65433ba74c801036653fde00b02059ce7a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.05554",
    "kind": "arxiv",
    "version": 3
  }
}