Pith Number

pith:OZRE32VL

pith:2022:OZRE32VLC5JPYNARV2NGRONOKQ

not attested not anchored not stored refs pending

Diffusion Models for Causal Discovery via Topological Ordering

Alison Q O'Neil, Pedro Sanchez, Sotirios A. Tsaftaris, Xiao Liu

arxiv:2210.06201 v2 · 2022-10-12 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OZRE32VLC5JPYNARV2NGRONOKQ}

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.

Cited by

2 papers in Pith

Unrealized Expectations: Comparing AI Methods vs Classical Algorithms for Maximum Independent Set

Prognostic Value of Lung Ultrasound Biomarkers for Readmission Risk in Congestive Heart Failure: A Pilot Data-Driven Analysis

Receipt and verification

First computed	2026-07-05T06:24:25.790398Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

76624deaab1752fc3411ae9a68b9ae541e8bdcfd1fc58c2435e28c67f8ac58db

Aliases

arxiv: 2210.06201 · arxiv_version: 2210.06201v2 · doi: 10.48550/arxiv.2210.06201 · pith_short_12: OZRE32VLC5JP · pith_short_16: OZRE32VLC5JPYNAR · pith_short_8: OZRE32VL

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/OZRE32VLC5JPYNARV2NGRONOKQ \
  | 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: 76624deaab1752fc3411ae9a68b9ae541e8bdcfd1fc58c2435e28c67f8ac58db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5cea5c0f2adbae0a79fa2ea932d8d3e0d9aef1675bcfea6fc01862705ff057eb",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-12T13:36:29Z",
    "title_canon_sha256": "157fa65988d793402235ec84fb141b6d39d13602bb9845ef9f2a718259304a51"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.06201",
    "kind": "arxiv",
    "version": 2
  }
}