{
 "_doc": "The lab's current claim and limits for one result, copied word for word from the entry named here. This result has a row in the portfolio's current-claims list (admitted 2026-10-05, read from the vLLM lab at the commit named under source), and that row's claim and limits are these words. They are copied here word for word from the lab's own file named under source, at the commit and sha256 given there.",
 "id": "vllm:N22",
 "title": "Real multi-model demand is 5.77x more concentrated than the self-authored family",
 "claim": "On the WildChat-derived labelled trace the model-demand HHI is 0.538019 (entropy 0.944433 bits) against the generated multimodel family, a ratio of 5.766; the real stream is derived_from_real_text, not a real trace.",
 "limits": "the data is not in the repo: no sha, no licence",
 "source": {
  "lab": "vLLM lab",
  "commit": "eff30fb87201cb1690872532e5585697168543bf",
  "file": "top40.json",
  "sha256": "239790e974c7fe94f4a2a34628816bef732ae5ff6adead873b1cfa6295b1a9fa",
  "bytes": 380332,
  "entry_id": "N22"
 },
 "result_receipt": "/receipts/vllm/extracts/multimodel-demand-concentration.result.json",
 "entry": {
  "id": "N22",
  "block": "N",
  "title": "Real multi-model demand is 5.77x more concentrated than the self-authored family",
  "claim": "On the WildChat-derived labelled trace the model-demand HHI is 0.538019 (entropy 0.944433 bits) against the generated multimodel family, a ratio of 5.766; the real stream is derived_from_real_text, not a real trace.",
  "source": "commit bab7910",
  "artifact_path": "results/multimodel_demand.json",
  "paths": [
   "results/multimodel_demand.json",
   "bench/run_multimodel_demand.py"
  ],
  "reproduce_command": "python3 bench/run_multimodel_demand.py",
  "gate4": true,
  "run_status": "RAN",
  "cost_estimate": "$0.00",
  "third_party_graded": {
   "system": "WildChat-derived labelled trace (outside the repo at an absolute path)",
   "bar": "none",
   "prereg_receipt": "none",
   "bar_sealed_before_run": false
  },
  "negative_control": "the self-authored family",
  "limits": "the data is not in the repo: no sha, no licence",
  "axis": "third_party_graded",
  "site": "inference",
  "ip_class": "UNKNOWN",
  "verdict": "CORRECT AS WRITTEN",
  "verdict_receipt": "results/multimodel_demand.json; bench/run_multimodel_demand.py; reaudit/pin_sweep.json (every number located)",
  "largest_supported_sentence": "as written (S04 entry drawn from the certificate; awaiting the gate-4 regeneration tier)",
  "improvable": "",
  "evidence_tier": "NUMBERS_IDENTICAL",
  "runtime_estimate": "",
  "output_excerpt": "",
  "found_in": "S03/S04 search 2026-09-02",
  "rank": 22,
  "pin_sweep": {
   "n_numbers": 3,
   "n_unfound": 0,
   "unfound": []
  },
  "gate4_verdict": "REPRODUCED"
 }
}