{
  "version": "evidence-pack-demo.v1",
  "product": "Bolivia ONG Evidence Pack",
  "generated_at": "2026-06-24",
  "public_status": "demo_public",
  "scope": "Bolivia municipal social-hydric prioritization for NGOs, cooperation and donors",
  "inputs": {
    "social_profiles": "/hr-data/social/bolivia/profiles.v1.json",
    "ine_indicators": "/hr-data/social/bolivia/ine-indicators.v1.json",
    "risk_summary": "/hr-data/risk/bolivia/summary.v1.json",
    "municipal_briefs": "/assets/reports/bolivia/briefs/"
  },
  "headline_metrics": {
    "public_municipalities": 339,
    "rankable_profiles": 329,
    "critical_profiles": 77,
    "high_profiles": 143,
    "average_ivh": 50.3,
    "population_in_ranked_profiles_estimate": 10980788,
    "people_without_improved_water_estimate": 1397540
  },
  "recommended_shortlist": [
    {
      "rank": 1,
      "territory_id": "bol:adm3:beni:riberalta",
      "municipio": "Riberalta",
      "departamento": "Beni",
      "ivh": 83.1,
      "nivel": "CRÍTICO",
      "sin_agua_pct": 75.18,
      "eventos": 88.0,
      "damnificados": 40611.0,
      "poblacion_2024": 107816.0
    },
    {
      "rank": 2,
      "territory_id": "bol:adm3:beni:reyes",
      "municipio": "Reyes",
      "departamento": "Beni",
      "ivh": 81.0,
      "nivel": "CRÍTICO",
      "sin_agua_pct": 63.02,
      "eventos": 29.0,
      "damnificados": 35335.0,
      "poblacion_2024": 11284.0
    },
    {
      "rank": 3,
      "territory_id": "bol:adm3:beni:trinidad",
      "municipio": "Trinidad",
      "departamento": "Beni",
      "ivh": 80.9,
      "nivel": "CRÍTICO",
      "sin_agua_pct": 41.25,
      "eventos": 229.0,
      "damnificados": 179706.0,
      "poblacion_2024": 123795.0
    },
    {
      "rank": 4,
      "territory_id": "bol:adm3:potosi:tacobamba",
      "municipio": "Tacobamba",
      "departamento": "Potosí",
      "ivh": 77.6,
      "nivel": "CRÍTICO",
      "sin_agua_pct": 36.13,
      "eventos": 15.0,
      "damnificados": 5535.0,
      "poblacion_2024": 14317.0
    },
    {
      "rank": 5,
      "territory_id": "bol:adm3:beni:loreto",
      "municipio": "Loreto",
      "departamento": "Beni",
      "ivh": 76.3,
      "nivel": "CRÍTICO",
      "sin_agua_pct": 39.66,
      "eventos": 18.0,
      "damnificados": 15880.0,
      "poblacion_2024": 4241.0
    },
    {
      "rank": 6,
      "territory_id": "bol:adm3:potosi:cotagaita",
      "municipio": "Cotagaita",
      "departamento": "Potosí",
      "ivh": 76.3,
      "nivel": "CRÍTICO",
      "sin_agua_pct": 24.31,
      "eventos": 28.0,
      "damnificados": 21470.0,
      "poblacion_2024": 29114.0
    },
    {
      "rank": 7,
      "territory_id": "bol:adm3:beni:san-borja",
      "municipio": "San Borja",
      "departamento": "Beni",
      "ivh": 75.2,
      "nivel": "CRÍTICO",
      "sin_agua_pct": 39.28,
      "eventos": 16.0,
      "damnificados": 33235.0,
      "poblacion_2024": 45378.0
    },
    {
      "rank": 8,
      "territory_id": "bol:adm3:beni:santa-ana",
      "municipio": "Santa Ana",
      "departamento": "Beni",
      "ivh": 74.3,
      "nivel": "CRÍTICO",
      "sin_agua_pct": 29.03,
      "eventos": 22.0,
      "damnificados": 15475.0,
      "poblacion_2024": 17897.0
    },
    {
      "rank": 9,
      "territory_id": "bol:adm3:potosi:betanzos",
      "municipio": "Betanzos",
      "departamento": "Potosí",
      "ivh": 74.3,
      "nivel": "CRÍTICO",
      "sin_agua_pct": 20.64,
      "eventos": 38.0,
      "damnificados": 8000.0,
      "poblacion_2024": 31757.0
    },
    {
      "rank": 10,
      "territory_id": "bol:adm3:beni:san-ignacio",
      "municipio": "San Ignacio",
      "departamento": "Beni",
      "ivh": 74.0,
      "nivel": "CRÍTICO",
      "sin_agua_pct": 24.71,
      "eventos": 39.0,
      "damnificados": 50335.0,
      "poblacion_2024": 21072.0
    }
  ],
  "evidence_angles": [
    {
      "angle": "WASH prioritization",
      "signal": "High share of population without improved water access plus IVH critical/high",
      "example_municipality": "San Pedro"
    },
    {
      "angle": "Humanitarian recurrence",
      "signal": "Historical affected population and event count as context, not causal exposure",
      "example_municipality": "Trinidad"
    },
    {
      "angle": "Portfolio concentration",
      "signal": "Beni and Potosí concentrate several high-ranking municipalities in this demo shortlist",
      "example_municipality": "Riberalta / Tacobamba"
    },
    {
      "angle": "Field validation need",
      "signal": "CPV indicators are municipal; investment decisions require local validation and submunicipal targeting",
      "example_municipality": "Riberalta"
    }
  ],
  "what_client_receives": [
    "Executive note for donor or program team",
    "Shortlist of 5-15 municipalities with transparent ranking logic",
    "Municipal briefs for selected territories",
    "Problem-evidence matrix by WASH/social-hydric angle",
    "Source inventory and limits note",
    "Field validation checklist and next-data request list"
  ],
  "limits": [
    [
      "No sustituye diagnostico social oficial ni trabajo de campo.",
      "La base conserva 344 perfiles de trabajo; el universo municipal publico para fichas CPV 2024 es de 339 municipios.",
      "Lago Titicaca queda excluido del universo municipal publico por ser registro territorial especial no municipal.",
      "Los 15 perfiles con IVH sin dato no deben entrar en ranking comparativo; 329 perfiles son comparables por IVH.",
      "El mapa social completo queda bloqueado hasta resolver Charazani sin geometria y el duplicado Curva en la capa de riesgo."
    ],
    "Demo pack for product illustration. It is not an official diagnostic, investment approval, emergency alert or municipal plan.",
    "All investment decisions require local validation, updated operational data and agreement with competent authorities."
  ]
}