Pith Number

pith:TUUA3QPF

pith:2024:TUUA3QPFJWELEXROFA4PKX6HDP

not attested not anchored not stored refs pending

Unsupervised Event Outlier Detection in Continuous Time

Siqi Liu, Somjit Nath, Yik Chau Lui

arxiv:2411.16427 v1 · 2024-11-25 · 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{TUUA3QPFJWELEXROFA4PKX6HDP}

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	2026-07-05T09:40:09.242902Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d280dc1e54d88b25e2e2838f55fc71bdbd3a3755c3d7f7d8882e971d416ed78

Aliases

arxiv: 2411.16427 · arxiv_version: 2411.16427v1 · doi: 10.48550/arxiv.2411.16427 · pith_short_12: TUUA3QPFJWEL · pith_short_16: TUUA3QPFJWELEXRO · pith_short_8: TUUA3QPF

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/TUUA3QPFJWELEXROFA4PKX6HDP \
  | 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: 9d280dc1e54d88b25e2e2838f55fc71bdbd3a3755c3d7f7d8882e971d416ed78

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b24ae46f18da2b628bdc3ff9a2dbf8b88c749947c27fdd6735fe87fcb4ff73d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-25T14:29:39Z",
    "title_canon_sha256": "c1a7c5959a777f951a4e61b8ae6b31b5f22b97baa13caf201a94ee2ed5a90ade"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.16427",
    "kind": "arxiv",
    "version": 1
  }
}