Pith Number

pith:XZG3HX4Q

pith:2025:XZG3HX4QXOAIO4E67ZIYM5DJT5

not attested not anchored not stored refs pending

Cluster-Aware Causal Mixer for Online Anomaly Detection in Multivariate Time Series

Md Mahmuddun Nabi Murad, Yasin Yilmaz

arxiv:2506.00188 v2 · 2025-05-30 · 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{XZG3HX4QXOAIO4E67ZIYM5DJT5}

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

Anomalies in Multivariate Time Series Benchmarks Are Mostly Univariate

Receipt and verification

First computed	2026-06-05T01:14:26.983936Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be4db3df90bb8087709efe518674699f532244827322c819da440f8be7569e55

Aliases

arxiv: 2506.00188 · arxiv_version: 2506.00188v2 · doi: 10.48550/arxiv.2506.00188 · pith_short_12: XZG3HX4QXOAI · pith_short_16: XZG3HX4QXOAIO4E6 · pith_short_8: XZG3HX4Q

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/XZG3HX4QXOAIO4E67ZIYM5DJT5 \
  | 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: be4db3df90bb8087709efe518674699f532244827322c819da440f8be7569e55

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "33b636437d2e914fd6c422671d308c0a34e4d6e159ab00077b4a86f9969193d5",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-30T19:56:54Z",
    "title_canon_sha256": "5a48d57e797e7665d91a49e2d55767d404e9ff7174a0ce1b9c1cc1fbff0b01e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.00188",
    "kind": "arxiv",
    "version": 2
  }
}