{
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      "asOf": "2026-07-02"
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  ],
  "counts": {
    "residents": 32,
    "households": 32,
    "education": 161,
    "contracts": 32,
    "patients": 32,
    "visits": 288,
    "events": 556
  },
  "relationships": [
    {
      "from": "households",
      "to": "residents",
      "key": "citizen_id",
      "basis": "Native member ID",
      "detail": "Selected citizen ID is present in the source household member list. Household attributes describe the supplied current context.",
      "matched": 32,
      "total": 32
    },
    {
      "from": "education",
      "to": "residents",
      "key": "citizen_id",
      "basis": "Profile association",
      "detail": "Citizen ID inherited from the enclosing supplied profile. This is a normalized profile association, not an independently tested database foreign key.",
      "matched": 161,
      "total": 161
    },
    {
      "from": "contracts",
      "to": "residents",
      "key": "citizen_id",
      "basis": "Profile association",
      "detail": "Citizen ID inherited from the enclosing supplied profile. This is a normalized profile association, not an independently tested database foreign key.",
      "matched": 32,
      "total": 32
    },
    {
      "from": "patients",
      "to": "residents",
      "key": "citizen_id",
      "basis": "Profile association",
      "detail": "Citizen ID inherited from the enclosing supplied profile. This is a normalized profile association, not an independently tested database foreign key.",
      "matched": 32,
      "total": 32
    },
    {
      "from": "visits",
      "to": "patients",
      "key": "patient_id",
      "basis": "Profile association",
      "detail": "Patient ID inherited from the enclosing health object; visit IDs are retained from the source.",
      "matched": 288,
      "total": 288
    }
  ],
  "checks": [
    {
      "label": "Resident records with all four connected areas",
      "numerator": 32,
      "denominator": 32,
      "scope": "Selected profiles only; households, education, contracts and health visits."
    },
    {
      "label": "Selected citizens in their household member list",
      "numerator": 32,
      "denominator": 32,
      "scope": "Exact citizenId match in the original household.members array."
    },
    {
      "label": "Exported relationships resolving to a parent",
      "numerator": 545,
      "denominator": 545,
      "scope": "Normalized sample only. Profile associations are included and labelled separately."
    },
    {
      "label": "Person event dates within birth and snapshot bounds",
      "numerator": 524,
      "denominator": 524,
      "scope": "Birth, enrollment, exit, contract and visit dates. Household formation dates are excluded because they date an entity."
    },
    {
      "label": "Rows with a source file and JSON pointer",
      "numerator": 1133,
      "denominator": 1133,
      "scope": "All seven exported tables, including derived timeline rows."
    }
  ],
  "limits": [
    "32 existing profiles demonstrate five domain areas. The cohort is not a representative sample of Nairobi.",
    "Education, employment and health records inherit their resident association from the supplied nested profile. This export does not establish independent cross-table database integrity.",
    "Household formation is an entity event. Current household membership is snapshot context; no resident joining date is supplied.",
    "Only supplied enrollment, contract and visit dates are shown. Gaps do not imply no activity or a complete life history.",
    "record_key and event_key are generated row locators, not original database primary keys. Native citizen, household, patient and visit IDs are preserved.",
    "This sample tests structure and navigation. It does not establish clinical correctness, population realism, causal effects or model performance."
  ],
  "selection": "All 32 of the 113 existing Nairobi profiles containing non-empty household, education, employment contracts and health visits. Inclusion requires those four areas; it is not random or representative sampling, and it cannot measure their availability in the wider city.",
  "tableFields": {
    "residents": [
      "citizen_id",
      "name",
      "birth_date",
      "sex",
      "as_of",
      "source_path",
      "source_pointer"
    ],
    "households": [
      "household_id",
      "citizen_id",
      "household_code",
      "household_type",
      "formation_date",
      "relationship",
      "source_path",
      "source_pointer"
    ],
    "education": [
      "record_key",
      "citizen_id",
      "school",
      "academic_year",
      "grade",
      "enrollment_date",
      "exit_date",
      "source_path",
      "source_pointer"
    ],
    "contracts": [
      "record_key",
      "citizen_id",
      "employer",
      "sector",
      "job_title",
      "employment_type",
      "start_date",
      "end_date",
      "source_path",
      "source_pointer"
    ],
    "patients": [
      "patient_id",
      "citizen_id",
      "registered_facility",
      "registration_date",
      "source_path",
      "source_pointer"
    ],
    "visits": [
      "visit_id",
      "patient_id",
      "citizen_id",
      "event_date",
      "facility",
      "visit_type",
      "source_path",
      "source_pointer"
    ],
    "events": [
      "event_key",
      "citizen_id",
      "domain",
      "event_date",
      "event_label",
      "source_table",
      "record_key",
      "event_basis",
      "source_path",
      "source_pointer"
    ]
  },
  "tables": {
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      {
        "citizen_id": "3414569",
        "name": "Nachola Namakhwa Otieno",
        "birth_date": "1992-12-28",
        "sex": "F",
        "as_of": "2026-07-02",
        "source_path": "source/3414569.json",
        "source_pointer": "/citizen"
      },
      {
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        "name": "Jemutai Kiplangat",
        "birth_date": "1992-12-29",
        "sex": "F",
        "as_of": "2026-07-02",
        "source_path": "source/832765.json",
        "source_pointer": "/citizen"
      },
      {
        "citizen_id": "2889569",
        "name": "Koech Ogola",
        "birth_date": "1992-12-28",
        "sex": "M",
        "as_of": "2026-07-02",
        "source_path": "source/2889569.json",
        "source_pointer": "/citizen"
      },
      {
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        "name": "Rotich Yego",
        "birth_date": "1949-11-18",
        "sex": "M",
        "as_of": "2026-07-02",
        "source_path": "source/58.json",
        "source_pointer": "/citizen"
      },
      {
        "citizen_id": "61",
        "name": "Kiplangat Kipchoge",
        "birth_date": "1950-05-03",
        "sex": "M",
        "as_of": "2026-07-02",
        "source_path": "source/61.json",
        "source_pointer": "/citizen"
      },
      {
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        "name": "Cheboi Kibet",
        "birth_date": "1951-01-20",
        "sex": "M",
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        "source_path": "source/80.json",
        "source_pointer": "/citizen"
      },
      {
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        "name": "Barasa Barasa Makokha",
        "birth_date": "1951-09-15",
        "sex": "M",
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        "source_path": "source/89.json",
        "source_pointer": "/citizen"
      },
      {
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        "name": "Namande Masinde",
        "birth_date": "1955-03-07",
        "sex": "F",
        "as_of": "2026-07-02",
        "source_path": "source/207.json",
        "source_pointer": "/citizen"
      },
      {
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        "name": "Chesoli Wekesa",
        "birth_date": "1958-03-12",
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        "source_pointer": "/citizen"
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      {
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      {
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        "name": "Muthamia Rugendo Njagi",
        "birth_date": "1960-01-15",
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        "source_path": "source/509.json",
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        "source_path": "source/578.json",
        "source_pointer": "/citizen"
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      {
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        "source_path": "source/875.json",
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        "source_path": "source/1100.json",
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      {
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        "source_path": "source/1268.json",
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      {
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        "source_path": "source/1358.json",
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      {
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        "source_path": "source/1746.json",
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      },
      {
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        "sex": "M",
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        "source_path": "source/4508.json",
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      {
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        "birth_date": "1968-05-08",
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        "source_path": "source/6230.json",
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      {
        "citizen_id": "14999",
        "name": "Maina Kinuthia",
        "birth_date": "1960-09-07",
        "sex": "M",
        "as_of": "2026-07-02",
        "source_path": "source/14999.json",
        "source_pointer": "/citizen"
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      {
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        "name": "Korir Bunei Yego",
        "birth_date": "1973-01-07",
        "sex": "M",
        "as_of": "2026-07-02",
        "source_path": "source/17116.json",
        "source_pointer": "/citizen"
      },
      {
        "citizen_id": "17292",
        "name": "Wanjiku Gachoki",
        "birth_date": "1972-12-02",
        "sex": "F",
        "as_of": "2026-07-02",
        "source_path": "source/17292.json",
        "source_pointer": "/citizen"
      },
      {
        "citizen_id": "17532",
        "name": "Owuor Ojwang",
        "birth_date": "1973-03-31",
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}