Pith Number

pith:P5GVEDPC

pith:2023:P5GVEDPCPZ2QBJS3PCOBOJYBNP

not attested not anchored not stored refs pending

Discovering Mixtures of Structural Causal Models from Time Series Data

Rose Yu, Sumanth Varambally, Yi-An Ma

arxiv:2310.06312 v3 · 2023-10-10 · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P5GVEDPCPZ2QBJS3PCOBOJYBNP}

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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 with endogenous context variables

Receipt and verification

First computed	2026-07-05T08:35:38.207147Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f4d520de27e7500a65b789c1727016bdd06efce2b8fbb1fc809f94d7625ee4e

Aliases

arxiv: 2310.06312 · arxiv_version: 2310.06312v3 · doi: 10.48550/arxiv.2310.06312 · pith_short_12: P5GVEDPCPZ2Q · pith_short_16: P5GVEDPCPZ2QBJS3 · pith_short_8: P5GVEDPC

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/P5GVEDPCPZ2QBJS3PCOBOJYBNP \
  | 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: 7f4d520de27e7500a65b789c1727016bdd06efce2b8fbb1fc809f94d7625ee4e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8defd4bdc8cb31495f7b5913362ebda07640a48f5658a6815f93f423fb216fce",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-10T05:13:10Z",
    "title_canon_sha256": "2f8632867ab6054ab88e54d37a243dcf53148771c8e31fb288b86f2449c6e6b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.06312",
    "kind": "arxiv",
    "version": 3
  }
}