Pith Number

pith:CUZPXVKS

pith:2024:CUZPXVKSTLYJFO6TAWJS2NOWGB

not attested not anchored not stored refs pending

An Unsupervised Anomaly Detection in Electricity Consumption Using Reinforcement Learning and Time Series Forest Based Framework

Jihan Ghanim, Mariette Awad

arxiv:2501.00107 v1 · 2024-12-30 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CUZPXVKSTLYJFO6TAWJS2NOWGB}

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.

Receipt and verification

First computed	2026-07-05T09:55:39.157609Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1532fbd5529af092bbd305932d35d6305c1954651f07f6651ab042fefa343fb3

Aliases

arxiv: 2501.00107 · arxiv_version: 2501.00107v1 · doi: 10.48550/arxiv.2501.00107 · pith_short_12: CUZPXVKSTLYJ · pith_short_16: CUZPXVKSTLYJFO6T · pith_short_8: CUZPXVKS

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/CUZPXVKSTLYJFO6TAWJS2NOWGB \
  | 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: 1532fbd5529af092bbd305932d35d6305c1954651f07f6651ab042fefa343fb3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aac5abe1450807044ae910df853ffee8cfbfa5f99959da6dd693b81c2b9865ca",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-30T19:04:43Z",
    "title_canon_sha256": "69b63588eaee7362b82aa84a9dda6792cc47c3011ec2732b107c119a7c81079a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.00107",
    "kind": "arxiv",
    "version": 1
  }
}