Pith Number

pith:4MNBSC3V

pith:2025:4MNBSC3VE5NPDXDSJ7AOMCFQA3

not attested not anchored not stored refs pending

Unifying Explainable Anomaly Detection and Root Cause Analysis in Dynamical Systems

Parv Venkitasubramaniam, Rick S. Blum, Yue Sun

arxiv:2502.12086 v3 · 2025-02-17 · 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{4MNBSC3VE5NPDXDSJ7AOMCFQA3}

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

Causally-Constrained Probabilistic Forecasting for Time-Series Anomaly Detection

Receipt and verification

First computed	2026-07-05T11:38:27.051824Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e31a190b75275af1dc724fc0e608b006ee4e85cf2c487359db9cef53aaeefa08

Aliases

arxiv: 2502.12086 · arxiv_version: 2502.12086v3 · doi: 10.48550/arxiv.2502.12086 · pith_short_12: 4MNBSC3VE5NP · pith_short_16: 4MNBSC3VE5NPDXDS · pith_short_8: 4MNBSC3V

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/4MNBSC3VE5NPDXDSJ7AOMCFQA3 \
  | 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: e31a190b75275af1dc724fc0e608b006ee4e85cf2c487359db9cef53aaeefa08

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "454418cd5050461af525954698a4ca49476e851acb48194361682a427314bdfb",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-17T18:01:07Z",
    "title_canon_sha256": "f7864b3eacff98bfda963b148f994c65fdbf8ce442c57e0d25dd3be4e8ab77f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.12086",
    "kind": "arxiv",
    "version": 3
  }
}