Pith Number

pith:IB4C6MLO

pith:2023:IB4C6MLOUAGP3O2DGTO73YD6DB

not attested not anchored not stored refs pending

dotears: Scalable, consistent DAG estimation using observational and interventional data

Albert Xue, Harold Pimentel, Jingyou Rao, Sriram Sankararaman

arxiv:2305.19215 v2 · 2023-05-30 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IB4C6MLOUAGP3O2DGTO73YD6DB}

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	2026-07-05T07:47:25.294669Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40782f316ea00cfdbb4334ddfde07e18594e8098f703ebf964a95ac11ae1464d

Aliases

arxiv: 2305.19215 · arxiv_version: 2305.19215v2 · doi: 10.48550/arxiv.2305.19215 · pith_short_12: IB4C6MLOUAGP · pith_short_16: IB4C6MLOUAGP3O2D · pith_short_8: IB4C6MLO

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/IB4C6MLOUAGP3O2DGTO73YD6DB \
  | 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: 40782f316ea00cfdbb4334ddfde07e18594e8098f703ebf964a95ac11ae1464d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "44f5453fe77e940d7b6600235d9ef537f78a9787f65dce11d89b9b53c9733280",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-05-30T17:03:39Z",
    "title_canon_sha256": "bee87737e223b61ce655ac4ef60c99525f81b2ebc1caf41443995c46d6f8869e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.19215",
    "kind": "arxiv",
    "version": 2
  }
}