Pith Number

pith:VMIGNXRD

pith:2024:VMIGNXRDZK5RJIRTXHBH75456R

not attested not anchored not stored refs pending

Unsupervised Parameter-free Outlier Detection using HDBSCAN* Outlier Profiles

Euijin Choo, J\"org Sander, Kushankur Ghosh, Murilo Coelho Naldi

arxiv:2411.08867 v1 · 2024-11-13 · 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{VMIGNXRDZK5RJIRTXHBH75456R}

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	2026-07-05T09:35:03.825200Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ab1066de23cabb14a233b9c27ff79df440bfb4c9745b217adc63187d56284b21

Aliases

arxiv: 2411.08867 · arxiv_version: 2411.08867v1 · doi: 10.48550/arxiv.2411.08867 · pith_short_12: VMIGNXRDZK5R · pith_short_16: VMIGNXRDZK5RJIRT · pith_short_8: VMIGNXRD

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/VMIGNXRDZK5RJIRTXHBH75456R \
  | 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: ab1066de23cabb14a233b9c27ff79df440bfb4c9745b217adc63187d56284b21

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "28eefcfd474a49d51e95d4e6c59fe1419c7a5cc82b11a43d13512de624205986",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-13T18:48:51Z",
    "title_canon_sha256": "2292710de100bd44dcd843e0f628a11a9fdfc943e2ce5b5840c84504ad8d71ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.08867",
    "kind": "arxiv",
    "version": 1
  }
}