Pith. sign in
Pith Number

pith:YZYXWZ2Z

pith:2026:YZYXWZ2Z7UIZUYQPBINLECWV36
not attested not anchored not stored refs pending

Finite-Sample Coverage Audits for High-Recall Candidate Generation: Certification and Learning-Theoretic Design

Kaveh Salehzadeh Nobari, Martin Anthony

arxiv:2607.21480 v1 · 2026-07-23 · cs.LG · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{YZYXWZ2Z7UIZUYQPBINLECWV36}

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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 2026-07-24T01:24:35.079202Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c6717b6759fd119a620f0a1ab20ad5dfab03f7514e1292fc5dfc766d7f56ee95

Aliases

arxiv: 2607.21480 · arxiv_version: 2607.21480v1 · doi: 10.48550/arxiv.2607.21480 · pith_short_12: YZYXWZ2Z7UIZ · pith_short_16: YZYXWZ2Z7UIZUYQP · pith_short_8: YZYXWZ2Z
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/YZYXWZ2Z7UIZUYQPBINLECWV36 \
  | 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: c6717b6759fd119a620f0a1ab20ad5dfab03f7514e1292fc5dfc766d7f56ee95
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ee54972d76fa5d519887b412531ae5ba0029a0e4b611f12d29b5228f55c43cbe",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-23T16:21:30Z",
    "title_canon_sha256": "1eb256c2bb9e1a7306a6bd3fe57c9ad11344fe22b157f1f167735c4d3f9d3ac7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.21480",
    "kind": "arxiv",
    "version": 1
  }
}