Pith Number

pith:5IKMS7PV

pith:2023:5IKMS7PVYFD3XL3JAEIYO3WBH2

not attested not anchored not stored refs pending

Causal Structure Learning by Using Intersection of Markov Blankets

Chuanhou Gao, Yiran Dong

arxiv:2307.00227 v1 · 2023-07-01 · 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{5IKMS7PVYFD3XL3JAEIYO3WBH2}

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	2026-07-05T06:26:53.320918Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea14c97df5c147bbaf690111876ec13e9c210c0adcbf47e8b7a568f3eb98128a

Aliases

arxiv: 2307.00227 · arxiv_version: 2307.00227v1 · doi: 10.48550/arxiv.2307.00227 · pith_short_12: 5IKMS7PVYFD3 · pith_short_16: 5IKMS7PVYFD3XL3J · pith_short_8: 5IKMS7PV

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/5IKMS7PVYFD3XL3JAEIYO3WBH2 \
  | 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: ea14c97df5c147bbaf690111876ec13e9c210c0adcbf47e8b7a568f3eb98128a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "84477855ccd90b4174fa73b992cce4f752099883ec9740b23d95e597dc0a19e0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-07-01T05:18:09Z",
    "title_canon_sha256": "9f6a7e2f930a702101ce106689cea10a07883de9b9513478aa84539772b12139"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.00227",
    "kind": "arxiv",
    "version": 1
  }
}