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Pith
Pith Number

pith:OKUDXPWG

pith:2023:OKUDXPWGDRD4STP4RFCNFHYTFM
not attested not anchored not stored refs pending

Nominality Score Conditioned Time Series Anomaly Detection by Point/Sequential Reconstruction

Chih-Yu Lai, Duane S. Boning, Fan-Keng Sun, Jeffrey H. Lang, Zhengqi Gao

arxiv:2310.15416 v1 · 2023-10-24 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{OKUDXPWGDRD4STP4RFCNFHYTFM}

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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.
Receipt and verification
First computed 2026-07-05T07:04:25.708501Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

72a83bbec61c47c94dfc8944d29f132b2f2c6969695b25a7c155713d12475ba6

Aliases

arxiv: 2310.15416 · arxiv_version: 2310.15416v1 · doi: 10.48550/arxiv.2310.15416 · pith_short_12: OKUDXPWGDRD4 · pith_short_16: OKUDXPWGDRD4STP4 · pith_short_8: OKUDXPWG
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/OKUDXPWGDRD4STP4RFCNFHYTFM \
  | 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: 72a83bbec61c47c94dfc8944d29f132b2f2c6969695b25a7c155713d12475ba6
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "09a1fef76a89be26f2089c717509bf12385d479e7ace99c020a249ee48327711",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-24T00:14:57Z",
    "title_canon_sha256": "92f85c3c3a397f91fdaaf38de409a24fe867caf12a0e67c787ba06f14e3315f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.15416",
    "kind": "arxiv",
    "version": 1
  }
}