Pith Number

pith:DOB747X3

pith:2024:DOB747X3SP3ZSOEPKIZTAHDTTM

not attested not anchored not stored refs pending

Testing Causal Models with Hidden Variables in Polynomial Delay via Conditional Independencies

Adiba Ejaz, Elias Bareinboim, Hyunchai Jeong, Jin Tian

arxiv:2409.14593 v2 · 2024-09-22 · cs.LG · cs.AI · stat.ME · stat.ML

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\usepackage{pith}
\pithnumber{DOB747X3SP3ZSOEPKIZTAHDTTM}

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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

1 paper in Pith

Causal discovery on vector-valued variables and consistency-guided aggregation

Receipt and verification

First computed	2026-07-05T11:27:49.688046Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b83fe7efb93f799388f5233301c739b06023f1757b8b0520c853db9e9f1c3e3

Aliases

arxiv: 2409.14593 · arxiv_version: 2409.14593v2 · doi: 10.48550/arxiv.2409.14593 · pith_short_12: DOB747X3SP3Z · pith_short_16: DOB747X3SP3ZSOEP · pith_short_8: DOB747X3

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/DOB747X3SP3ZSOEPKIZTAHDTTM \
  | 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: 1b83fe7efb93f799388f5233301c739b06023f1757b8b0520c853db9e9f1c3e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b91e005953934014530015b7717bb4067301438f06bcd7274abb2da3247c3b0",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-22T21:05:56Z",
    "title_canon_sha256": "057ad3b0568f859a0188df026c55686d3df040d415e9e3a21438975fcb66588e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.14593",
    "kind": "arxiv",
    "version": 2
  }
}