{
  "identifier": "llb-intelligence-2026-08-09-r2",
  "version": "2026.08.09-r2",
  "title": "Law Leaderboard Entity and Review Intelligence Release",
  "description": "Normalized brand/office identity, office and brand benchmarks, high-precision aggregate review themes, quality gates, and snapshot readiness for the current Law Leaderboard corpus.",
  "published_date": "2026-08-09",
  "methodology_url": "https://lawleaderboard.com/methodology/",
  "corrections_policy_url": "https://lawleaderboard.com/corrections-policy/",
  "versions": {
    "entity_graph": "entity-graph-v1.0.0",
    "review_theme_classifier": "review-themes-v1.0.1",
    "office_benchmarks": "office-benchmarks-v1.0.0"
  },
  "coverage": {
    "brand_count": 464,
    "multi_office_brand_count": 28,
    "office_count": 523,
    "review_record_count": 275801,
    "analyzed_text_review_count": 229403,
    "review_theme_label_count": 36263,
    "review_snapshot_link_count": 363504,
    "maps_candidate_count": 568,
    "exact_candidate_links": 23,
    "quarantined_match_count": 24
  },
  "quality_gates": {
    "minimum_office_text_reviews": 50,
    "minimum_office_theme_matches": 3,
    "minimum_average_label_confidence": 0.8,
    "minimum_openai_qa_precision": 0.8,
    "minimum_openai_reviewed_predicted_positives": 10
  },
  "lineage": {
    "source_database_sha256": "7826063e00e704efb3c4f24dbe2d24fb513791164184d5e84b5edbf4c3b49d5f",
    "source_corpus_sha256": "11633c6469e3874be4271bccc443b169655e65d3e50ad20a480d3037cd91f715",
    "derived_private_database_sha256": "8047762e8ae190273756718a7d9a9650c259efd018b3869042c4312a566d04e4",
    "qa_run_id": "20260809-release2-theme-qa-v2",
    "qa_sample_checksum": "041733ee5cb690d64bd7d5ebaf88c86889cf09a13439109df2cf14a4d1b20750"
  },
  "privacy": "Public files contain aggregate metrics only. Raw identity-provider keys and review-level text remain in the private data layer.",
  "distributions": [
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    },
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    },
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      "content_url": "https://lawleaderboard.com/data/intelligence/releases/llb-intelligence-2026-08-09-r2/theme-taxonomy.json"
    },
    {
      "filename": "classifier-qa.json",
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    },
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      "content_url": "https://lawleaderboard.com/data/intelligence/releases/llb-intelligence-2026-08-09-r2/entity-quality-summary.json"
    },
    {
      "filename": "data-dictionary.json",
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}