pith. sign in
Pith Number

pith:DZGTRMDJ

pith:2012:DZGTRMDJWZJY4G75DZASNRM2UC
not attested not anchored not stored refs pending

Towards Characterizing Markov Equivalence Classes for Directed Acyclic Graphs with Latent Variables

Ayesha R. Ali, Jiji Zhang, Peter L. Spirtes, Thomas S. Richardson

arxiv:1207.1365 v1 · 2012-07-04 · stat.ME · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{DZGTRMDJWZJY4G75DZASNRM2UC}

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 2026-05-18T03:51:37.627350Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1e4d38b069b6538e1bfd1e4126c59aa08ec434ea63a600780f181552a8f1564f

Aliases

arxiv: 1207.1365 · arxiv_version: 1207.1365v1 · doi: 10.48550/arxiv.1207.1365 · pith_short_12: DZGTRMDJWZJY · pith_short_16: DZGTRMDJWZJY4G75 · pith_short_8: DZGTRMDJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DZGTRMDJWZJY4G75DZASNRM2UC \
  | 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: 1e4d38b069b6538e1bfd1e4126c59aa08ec434ea63a600780f181552a8f1564f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "47b25bbb69b0b8194e0b31a228e26e4ab05e07d7f71ab0e9c99ceeda3d5f41f9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2012-07-04T16:03:21Z",
    "title_canon_sha256": "c8b9e54a81eaa3f3303e2897928e1a70a7616eef78a3cc849d2ea5be6744387f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1207.1365",
    "kind": "arxiv",
    "version": 1
  }
}