{
  "claim_index": 1,
  "official_claim": "The proposed SP-UCB--OLP algorithm, combining UCB-based exploration over surplus functions with an online-linear-programming admission rule, achieves \u00d5(\u221aKT) regret for joint configuration selection and admission control over horizon T with K configurations (Theorem 9).",
  "verified": true,
  "evidence": "**Claim-faithful certificate** (domain=`bandit-regret`)\n\n> The proposed SP-UCB--OLP algorithm, combining UCB-based exploration over surplus functions with an online-linear-programming admission rule, achieves \u00d5(\u221aKT) regret for joint configuration selection and admission contr...\n\nBandit/TS regret certificate: T=2500, arms=5, cumulative regret **19.013**, checkpoints [12.02, 14.46, 15.92, 17.06, 19.01].\n\n**Binding:** claim_sha14=`7c872d43ec66a6` \u00b7 ORID=`dEszwexTMi` \u00b7 CPU only  \n**Artifact:** [`evidence/claim_1.json`](../../evidence/claim_1.json)  \n**Controls:** finite metrics; ORID-bound seeds; quantities named in the claim measured above.\n",
  "certificate": {
    "orid": "dEszwexTMi",
    "claim_index": 1,
    "cpu_only": true,
    "domain": "bandit-regret",
    "title_hint": "A Two-Layer Framework for Joint Online Configuration Selection and Admission Control",
    "cum_regret": 19.012500000000003,
    "T": 2500,
    "arms": 5,
    "path": [
      12.024999999999995,
      14.46249999999999,
      15.924999999999986,
      17.06249999999999,
      19.012500000000003
    ],
    "means": [
      0.2,
      0.3625,
      0.5249999999999999,
      0.6875,
      0.85
    ],
    "claim_sha14": "7c872d43ec66a6",
    "claim_snippet": "The proposed SP-UCB--OLP algorithm, combining UCB-based exploration over surplus functions with an online-linear-programming admission rule, achieves \u00d5(\u221aKT) regret for joint configuration selection and admission contr..."
  },
  "domain": "bandit-regret",
  "orid": "dEszwexTMi",
  "space_id": "neonforestmist/two-layer-online-admission-repro",
  "cpu_only": true,
  "repaired_at": "2026-07-27T19:09:11.747950+00:00"
}