Pith Number

pith:JNA7HQJS

pith:2024:JNA7HQJSPNITETVNB4DWNEAD2Q

not attested not anchored not stored refs pending

Discovering Latent Causal Graphs from Spatiotemporal Data

Duncan Watson-Parris, Kun Wang, Rose Yu, Sumanth Varambally, Yi-An Ma

arxiv:2411.05331 v3 · 2024-11-08 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JNA7HQJSPNITETVNB4DWNEAD2Q}

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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

MOSAIC: Module Discovery via Sparse Additive Identifiable Causal Learning for Scientific Time Series

Receipt and verification

First computed	2026-07-05T11:21:38.028511Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b41f3c1327b51324ead0f07669003d414078240c67088dd99ecb6695dec7baf

Aliases

arxiv: 2411.05331 · arxiv_version: 2411.05331v3 · doi: 10.48550/arxiv.2411.05331 · pith_short_12: JNA7HQJSPNIT · pith_short_16: JNA7HQJSPNITETVN · pith_short_8: JNA7HQJS

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/JNA7HQJSPNITETVNB4DWNEAD2Q \
  | 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: 4b41f3c1327b51324ead0f07669003d414078240c67088dd99ecb6695dec7baf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8c0e9d89dbf65e2255cbb1e25ea419f5a593567f8d988e1d331a2e50619aa663",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-08T05:12:16Z",
    "title_canon_sha256": "c82ad136e1bc75a06bb2fac11643cf8052bef9eed3b9d51d2b29445c14770f23"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.05331",
    "kind": "arxiv",
    "version": 3
  }
}