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  "status": "reviewed_final",
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    "people": 1990,
    "companies": 108,
    "original_companies": 107,
    "company_scope_note": "Original 107 employers/divisions plus parent-level organizations introduced by sourced structural corrections.",
    "secondary_positive": 84,
    "no_evidence": 1906,
    "original_person_company_pairs": 1997,
    "new_people": 61
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    "candidate_pairs": 2331,
    "unique_leaders": 67,
    "unique_subordinates": 779,
    "employee_company_units_with_leader": 809,
    "original_people_with_leader": 723,
    "original_people_without_leader": 1206,
    "database_primary_inferred_source_records": 834,
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      "attributed_hiring": 1,
      "recruitment_involvement": 1,
      "explicit_reporting": 16,
      "explicit_team_leadership": 72,
      "project_leadership": 190,
      "inferred_team_or_department": 13,
      "project_advising": 81,
      "indirect_department_chain": 19,
      "indirect_organizational_chain": 809
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      ],
      "marker": "marker",
      "row_percentages": [
        [
          39.24418604651162,
          60.75581395348837
        ],
        [
          4.834195572894573,
          95.16580442710543
        ]
      ],
      "column_percentages": [
        [
          19.148936170212764,
          1.8285214348206444
        ],
        [
          80.85106382978724,
          98.17147856517936
        ]
      ],
      "weighting": "one_employee_company_split_across_equal_best_leaders"
    }
  },
  "methods": [
    "Inventory every native role-title and department property, explicit subdivision affiliation, research employment/role/event record and legacy packet.",
    "Join sourced leader and employee roles by employer and named unit or executive scope, preserving dates, source quality and inference rules. Known disjoint periods are rejected; open-ended continuity remains explicit.",
    "Add directly sourced team/project management, project advising, reporting and recruitment records. Coauthorship alone supplies a candidate, with no automatic management attribution.",
    "Resolve graph identities and deduplicate leader–employee–company triples. Retain all source records and relationship layers under the deduplicated pair.",
    "Use the user-requested program/personal-funding record proxy, with every added endpoint checked against the preserved public program and donor registers. Record absence leaves history unknown.",
    "Compute four cells with leader first; row percentages condition on leader category, column percentages on employee category. Report each leadership layer separately and an employee/company weighted nearest-leader sensitivity."
  ],
  "classification_note": "Program participation/listed mentorship or personal EA-linked funding recorded in checked sources. Personal beliefs remain outside classification."
}