Pith Number

pith:LOIS5K5Y

pith:2025:LOIS5K5YLCJRGD7G673TT7N5JF

not attested not anchored not stored refs pending

CaPulse: Detecting Anomalies by Tuning in to the Causal Rhythms of Time Series

Lunting Fan, Qingsong Wen, Roger Zimmermann, Yingying Zhang, Yutong Xia, Yuxuan Liang

arxiv:2508.04630 v1 · 2025-08-06 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LOIS5K5YLCJRGD7G673TT7N5JF}

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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 Time Series Generation via Diffusion Models

Receipt and verification

First computed	2026-07-05T11:49:40.856366Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b912eabb85893130fe6f7f739fdbd495404e0e7f1186d353400124e76f79816

Aliases

arxiv: 2508.04630 · arxiv_version: 2508.04630v1 · doi: 10.48550/arxiv.2508.04630 · pith_short_12: LOIS5K5YLCJR · pith_short_16: LOIS5K5YLCJRGD7G · pith_short_8: LOIS5K5Y

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/LOIS5K5YLCJRGD7G673TT7N5JF \
  | 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: 5b912eabb85893130fe6f7f739fdbd495404e0e7f1186d353400124e76f79816

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2aac9fdd5c92d8685c2b1fb2755bde39d8602f896502106fec393053888056cf",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-06T16:57:06Z",
    "title_canon_sha256": "bbec6f6f78f4ea05c574cce9d5f6b4ecccd32bb254f62bb8eff02c93d67ccc39"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.04630",
    "kind": "arxiv",
    "version": 1
  }
}