{
  "passed": true,
  "measurement": "candidate_retrievability_against_vendor_not_accuracy",
  "identical_text_articles": 1000,
  "metrics": {
    "articles": 1000,
    "vendor_direct_pairs": 796,
    "vendor_direct_pairs_in_universe": 796,
    "vendor_direct_pairs_outside_universe": 0,
    "candidate_pairs": 1292,
    "vendor_direct_pairs_retrievable_by_candidates": 694,
    "vendor_related_security_pairs": 0,
    "candidate_tasks": 3639
  },
  "sampling_buckets": {
    "20261008-semiconductor": 25,
    "20261008-ai_cloud": 36,
    "20261008-power_energy": 39,
    "20261008-auto_battery": 36,
    "20261008-bank_finance": 39,
    "20261008-bio_health": 31,
    "20261008-consumer_platform": 27,
    "20261008-corporate_events": 33,
    "20261015-semiconductor": 28,
    "20261015-power_energy": 29,
    "20261015-auto_battery": 37,
    "20261015-bank_finance": 20,
    "20261015-bio_health": 36,
    "20261015-consumer_platform": 22,
    "20261022-semiconductor": 19,
    "20261022-ai_cloud": 28,
    "20261022-power_energy": 39,
    "20261022-bank_finance": 38,
    "20261022-bio_health": 33,
    "20261022-consumer_platform": 22,
    "20261029-semiconductor": 31,
    "20261029-power_energy": 36,
    "20261029-bank_finance": 36,
    "20261029-consumer_platform": 40,
    "20261029-corporate_events": 35,
    "20261015-ai_cloud": 26,
    "20261015-corporate_events": 29,
    "20261029-auto_battery": 29,
    "20261029-bio_health": 40,
    "20261022-auto_battery": 32,
    "20261022-corporate_events": 26,
    "20261029-ai_cloud": 23
  },
  "independent_reference_rows": 0,
  "quality_equivalence_established": false,
  "model_inference_performed": false,
  "paid_api_calls": 0,
  "new_vendor_calls": 0,
  "component_limitations": [
    "Vendor references are not independent gold.",
    "Candidate presence does not establish correct identity or correct automatic tagging.",
    "KRX direct company mentions and related-security tags are measured separately.",
    "Retained topic/date sample is not a random sample of all domestic news; no English substitution claim."
  ],
  "input_hashes": {
    "articles.json": "698f6a6fd62574fdc8b2613c67e3f3b2991759bc6f96c0505fd7173948d972a7",
    "vendor_references.json": "f1c106a13c1f26128d8950bd0bc1e84a3c7a42a057111b06f76f8f9921e3e458",
    "registry.json": "8980193d030f923080bcc9681c1fb80568f20741091bd21535ffc6275cb1c585",
    "kic_precheck/company_linking.py": "6333c94e6d787d086d1bc296c018b584158d1b1f6177a020113cff8010492a4b"
  },
  "related_security_metadata_status": "Default-empty normalized snapshot fields do not establish explicit empty vendor results; related-security coverage is unassessed."
}