{
  "certified_closed_set_selector": {
    "aggregate_regret": 0.0,
    "budget_violations": 0,
    "certificate_integrity_pass": true,
    "declared_objective_optimality_pass": true,
    "dependency_closure_pass": true,
    "exact_certificates": 47862,
    "hard_budget_pass": true,
    "invalid_certificates": 0,
    "maximum_score_improvement": 4.0,
    "no_regression_pass": true,
    "optimal_cases": 47862,
    "partial_dependency_closures": 0,
    "regressions_vs_rank_order": 0,
    "strict_improvements_vs_rank_order": 378
  },
  "claim_scope": "exhaustive small-graph optimality for Entroly's declared internal retrieval-score objective only; not answer quality, recall, cost, latency, or competitor superiority",
  "harness": {
    "path": "benchmarks/closed_set_selection_frontier.py",
    "sha256": "940a6eb1608dfafa97fb3f7e3dac65a287a448e6415a2418b095f1b7780f8dc3"
  },
  "implementation_commit": "2ccd1d010bc42bfa5ac1db1a5edc72b0ee37b236",
  "limitations": [
    "The graphs are synthetic and contain at most the declared maximum node count.",
    "All retrieval scores are positive integers in deterministic rank order.",
    "All dependency edges are resolved and trusted.",
    "The exact oracle optimizes Entroly's internal score, not downstream answer quality.",
    "The rank-order control is Entroly's prior local policy, not another product.",
    "No LLM, LoCoMo, MuSiQue, HotpotQA, latency, cache, billing, or competitor result is measured."
  ],
  "matrix": {
    "budget_range": "1..sum(token_costs), inclusive",
    "cases": 47862,
    "graph_families": [
      "chain",
      "star",
      "diamond",
      "cycle"
    ],
    "node_count_max": 6,
    "node_count_min": 2,
    "token_costs": [
      1,
      2,
      3
    ],
    "unique_graphs": 17
  },
  "rank_order_atomic_control": {
    "aggregate_regret": 537.0,
    "suboptimal_cases": 378
  },
  "reproduce": "python -m benchmarks.closed_set_selection_frontier --max-nodes 6 --output benchmarks/results/closed_set_selection_frontier.json",
  "schema_version": "entroly.closed-set-selection-frontier.v1"
}