Pith. sign in
Pith Number

pith:QIH6DCGY

pith:2024:QIH6DCGYFDLHOZMNYT35BS65JQ
not attested not anchored not stored refs pending

KULCQ: An Unsupervised Keyword-based Utterance Level Clustering Quality Metric

Amol Kelkar, Chandra Khatri, Negar Mokhberian, Nikhil Varghese, Pranav Guruprasad

arxiv:2411.09853 v1 · 2024-11-15 · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{QIH6DCGYFDLHOZMNYT35BS65JQ}

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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 2026-07-05T09:35:39.287633Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

820fe188d828d677658dc4f7d0cbdd4c32499ee59bbb1e596b9725687a9feba6

Aliases

arxiv: 2411.09853 · arxiv_version: 2411.09853v1 · doi: 10.48550/arxiv.2411.09853 · pith_short_12: QIH6DCGYFDLH · pith_short_16: QIH6DCGYFDLHOZMN · pith_short_8: QIH6DCGY
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/QIH6DCGYFDLHOZMNYT35BS65JQ \
  | 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: 820fe188d828d677658dc4f7d0cbdd4c32499ee59bbb1e596b9725687a9feba6
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "771d1d6657afa2b4aaded8eb6c816431df50fdcc09a251ce676b7d1fdfd0aff1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-15T00:21:02Z",
    "title_canon_sha256": "efef535b5addb3b021c964231b372b67a2de9a715463d7481bcad197fecb396a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.09853",
    "kind": "arxiv",
    "version": 1
  }
}