Pith Number

pith:UEDHH445

pith:2021:UEDHH445C5WNDVTMVZKTQOVAXI

not attested not anchored not stored refs pending

Algorithm-Agnostic Explainability for Unsupervised Clustering

Charles A. Ellis, Eloy P.T. Geenjaar, Mohammad S.E. Sendi, Robyn L. Miller, Sergey M. Plis, Vince D. Calhoun

arxiv:2105.08053 v2 · 2021-05-17 · 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{UEDHH445C5WNDVTMVZKTQOVAXI}

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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.

Cited by

1 paper in Pith

Explainable Evidential Clustering

Receipt and verification

First computed	2026-07-05T03:09:30.212613Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a10673f39d176cd1d66cae55383aa0ba0b3f3ddc0f4c183ab5a0a2a4b0d42380

Aliases

arxiv: 2105.08053 · arxiv_version: 2105.08053v2 · doi: 10.48550/arxiv.2105.08053 · pith_short_12: UEDHH445C5WN · pith_short_16: UEDHH445C5WNDVTM · pith_short_8: UEDHH445

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/UEDHH445C5WNDVTMVZKTQOVAXI \
  | 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: a10673f39d176cd1d66cae55383aa0ba0b3f3ddc0f4c183ab5a0a2a4b0d42380

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "afb68dbabbb2cb89bb7bcd230b6ac280b8adca0e2e380d5234110181d77086ea",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-17T17:58:55Z",
    "title_canon_sha256": "5081f1493142ea734df680dd8a1921ccb349f6e48fe1f13b4622b489f74f81b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.08053",
    "kind": "arxiv",
    "version": 2
  }
}