Pith Number

pith:Z5K5CQWI

pith:2024:Z5K5CQWI72QZFFGV7RBCI33KMK

not attested not anchored not stored refs pending

Causal Discovery-Driven Change Point Detection in Time Series

Murat Kocaoglu, Raghavendra Addanki, Ryan A. Rossi, Shanyun Gao, Tong Yu

arxiv:2407.07290 v2 · 2024-07-10 · cs.LG · cs.AI · 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{Z5K5CQWI72QZFFGV7RBCI33KMK}

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.

Cited by

1 paper in Pith

Causality-informed Anomaly Detection in Partially Observable Sensor Networks: Moving beyond Correlations

Receipt and verification

First computed	2026-07-05T11:35:50.261207Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf55d142c8fea19294d5fc42246f6a62ae983d0bbfbb57aecd07d20538736ecd

Aliases

arxiv: 2407.07290 · arxiv_version: 2407.07290v2 · doi: 10.48550/arxiv.2407.07290 · pith_short_12: Z5K5CQWI72QZ · pith_short_16: Z5K5CQWI72QZFFGV · pith_short_8: Z5K5CQWI

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/Z5K5CQWI72QZFFGV7RBCI33KMK \
  | 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: cf55d142c8fea19294d5fc42246f6a62ae983d0bbfbb57aecd07d20538736ecd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "02b6f51fb949243f2ccce14035436b65405c2a6b1ee91e6c5e1076d6deec4800",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-10T00:54:42Z",
    "title_canon_sha256": "2c076295d4352db427b2b2751b16d943a2d5bd89b17f36da9153b141ad06877c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.07290",
    "kind": "arxiv",
    "version": 2
  }
}