{
  "id": "3ef03220-af2f-4fcc-bdfe-1c6315ccfd9c",
  "kind": "empresa",
  "canonical_name": "PROVEEDORES INTEGRALES DEL NORTE S.A.",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "76213681-3"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 4106,
      "monto_sum": 4714338412.0,
      "groups": [
        {
          "other": {
            "id": "12816386-ff79-4d21-87a7-c80490287b01",
            "kind": "institucion_publica",
            "canonical_name": "CORP MUNICIPAL DE DESARROLLO SOCIAL DE A"
          },
          "direction": "in",
          "count": 53,
          "monto_sum": 1755075360.0,
          "date_min": "2023-08-21",
          "date_max": "2026-07-14",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-26",
              "date_to": "2025-06-26",
              "monto": 40901225.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1261592-3658-CM25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-26",
              "date_to": "2025-06-26",
              "monto": 21896909.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1261592-3664-CM25"
            }
          ]
        },
        {
          "other": {
            "id": "c601b28a-541e-4d09-9ab7-f32e27dd8f54",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD ANTOFAGASTA HOSPITAL L"
          },
          "direction": "in",
          "count": 99,
          "monto_sum": 367277371.0,
          "date_min": "2017-04-17",
          "date_max": "2026-06-25",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-04-17",
              "date_to": "2017-04-17",
              "monto": 2550233.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2258-2594-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-05-10",
              "date_to": "2017-05-10",
              "monto": 2550233.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2258-3083-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-06-08",
              "date_to": "2017-06-08",
              "monto": 2345832.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2258-3969-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-07-07",
              "date_to": "2017-07-07",
              "monto": 2345832.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2258-4758-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-02-13",
              "date_to": "2018-02-13",
              "monto": 2807647.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2258-872-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-02-05",
              "date_to": "2018-02-05",
              "monto": 393978.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2258-524-SE18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-05-24",
              "date_to": "2018-05-24",
              "monto": 158591.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2258-3463-SE18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-08-21",
              "date_to": "2018-08-21",
              "monto": 182212.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2258-5300-MC18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-09-06",
              "date_to": "2018-09-06",
              "monto": 10249470.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2258-6328-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-09-03",
              "date_to": "2018-09-03",
              "monto": 152340.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2258-6229-CM18"
            }
          ]
        },
        {
          "other": {
            "id": "864a26e5-f4a5-4e8f-b396-e987883f3aa3",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD ANTOFAGASTA HOSP C CIS"
          },
          "direction": "in",
          "count": 47,
          "monto_sum": 185484217.0,
          "date_min": "2020-01-27",
          "date_max": "2023-05-02",
          "sample": []
        },
        {
          "other": {
            "id": "2bf52ed6-700a-43c6-a7c8-e5b6a66c6db9",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE COPIAPO"
          },
          "direction": "in",
          "count": 113,
          "monto_sum": 140890669.0,
          "date_min": "2017-09-07",
          "date_max": "2026-07-07",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-09-07",
              "date_to": "2017-09-07",
              "monto": 183783.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=756546-612-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-03-12",
              "date_to": "2018-03-12",
              "monto": 369216.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=756546-221-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-03-07",
              "date_to": "2018-03-07",
              "monto": 1863047.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=756546-196-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-04-09",
              "date_to": "2018-04-09",
              "monto": 1703815.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=756546-408-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-04-09",
              "date_to": "2018-04-09",
              "monto": 313374.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2380-634-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-04-09",
              "date_to": "2018-04-09",
              "monto": 32338.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=756546-413-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-04-01",
              "date_to": "2018-04-01",
              "monto": 25023.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=756546-383-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-05-08",
              "date_to": "2018-05-08",
              "monto": 314634.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=756546-466-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-05-15",
              "date_to": "2019-05-15",
              "monto": 174712.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2382-615-CM19"
            }
          ]
        },
        {
          "other": {
            "id": "86dbd809-3d45-47b0-8df6-86f9a875aaed",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Taltal"
          },
          "direction": "in",
          "count": 79,
          "monto_sum": 72041308.0,
          "date_min": "2018-05-02",
          "date_max": "2024-12-30",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-05-02",
              "date_to": "2018-05-02",
              "monto": 409077.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3917-228-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-05-04",
              "date_to": "2018-05-04",
              "monto": 756835.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3917-232-CM18"
            }
          ]
        },
        {
          "other": {
            "id": "982dc4dc-98b5-4d2d-819d-da0b7a4aad10",
            "kind": "institucion_publica",
            "canonical_name": "universidad de atacama"
          },
          "direction": "in",
          "count": 220,
          "monto_sum": 67965129.0,
          "date_min": "2020-10-28",
          "date_max": "2026-03-23",
          "sample": []
        },
        {
          "other": {
            "id": "dd36f83b-fd30-4e8b-ba9a-3e9f6eaadbd6",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 88,
          "monto_sum": 67275044.0,
          "date_min": "2017-03-24",
          "date_max": "2026-02-25",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-18",
              "date_to": "2025-06-18",
              "monto": 3530294.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1410-636-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-03-24",
              "date_to": "2017-03-24",
              "monto": 350596.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1410-494-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-05-09",
              "date_to": "2017-05-09",
              "monto": 78432.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1410-791-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-06-28",
              "date_to": "2017-06-28",
              "monto": 86990.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1410-1248-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-06-01",
              "date_to": "2018-06-01",
              "monto": 200554.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1410-942-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-08-29",
              "date_to": "2018-08-29",
              "monto": 166064.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1410-1634-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-08-07",
              "date_to": "2018-08-07",
              "monto": 514481.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1410-1453-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-10-11",
              "date_to": "2018-10-11",
              "monto": 145495.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1410-1994-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-01-10",
              "date_to": "2019-01-10",
              "monto": 102189.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1410-44-CM19"
            }
          ]
        },
        {
          "other": {
            "id": "5571813f-f1c7-4719-82cc-fe98b45f6dae",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD ANTOFAGASTA DIRECCION"
          },
          "direction": "in",
          "count": 82,
          "monto_sum": 64994586.0,
          "date_min": "2019-05-09",
          "date_max": "2024-10-08",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-05-09",
              "date_to": "2019-05-09",
              "monto": 59398.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057575-12-CM19"
            }
          ]
        },
        {
          "other": {
            "id": "aca3c6d6-a6f9-4c21-a769-e4f2c111ed76",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DE REDES ASISTENCIALES"
          },
          "direction": "in",
          "count": 159,
          "monto_sum": 63670975.0,
          "date_min": "2017-03-28",
          "date_max": "2025-07-11",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-03-28",
              "date_to": "2017-03-28",
              "monto": 76557.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2122-178-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-09-26",
              "date_to": "2017-09-26",
              "monto": 273319.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2122-872-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-10-17",
              "date_to": "2017-10-17",
              "monto": 104733.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2122-1022-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-10-17",
              "date_to": "2017-10-17",
              "monto": 209466.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2122-1023-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-10-02",
              "date_to": "2017-10-02",
              "monto": 146272.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2122-913-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-10-17",
              "date_to": "2017-10-17",
              "monto": 125679.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2122-1021-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-10-17",
              "date_to": "2017-10-17",
              "monto": 209466.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2122-1024-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-01-30",
              "date_to": "2018-01-30",
              "monto": 50045.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2122-37-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-03-21",
              "date_to": "2018-03-21",
              "monto": 27567.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2122-170-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-04-10",
              "date_to": "2018-04-10",
              "monto": 10084.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2122-250-CM18"
            }
          ]
        },
        {
          "other": {
            "id": "1954995d-d068-414d-9526-a3d40cfcb2db",
            "kind": "institucion_publica",
            "canonical_name": "Hospital de Mejillones"
          },
          "direction": "in",
          "count": 42,
          "monto_sum": 52377796.0,
          "date_min": "2019-01-30",
          "date_max": "2026-07-01",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-01-30",
              "date_to": "2019-01-30",
              "monto": 199039.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1747-27-CM19"
            }
          ]
        },
        {
          "other": {
            "id": "3be9c4c3-2150-4b22-b3c7-fd8c4213f93d",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MEJILLONES"
          },
          "direction": "in",
          "count": 61,
          "monto_sum": 50840974.0,
          "date_min": "2017-02-20",
          "date_max": "2026-05-27",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-02-20",
              "date_to": "2017-02-20",
              "monto": 66621.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3834-126-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-02-20",
              "date_to": "2017-02-20",
              "monto": 248818.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3834-120-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-02-20",
              "date_to": "2017-02-20",
              "monto": 743680.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3834-122-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-03-27",
              "date_to": "2017-03-27",
              "monto": 1146809.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3858-186-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-06-02",
              "date_to": "2017-06-02",
              "monto": 468883.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3834-387-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-03-02",
              "date_to": "2018-03-02",
              "monto": 2212430.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3858-199-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-03-08",
              "date_to": "2018-03-08",
              "monto": 140665.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3834-155-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-07-25",
              "date_to": "2018-07-25",
              "monto": 113333.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3858-524-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-08-03",
              "date_to": "2018-08-03",
              "monto": 190145.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3858-549-CM18"
            }
          ]
        },
        {
          "other": {
            "id": "a820c14a-df8a-4f9a-94f0-4f8e02a1ee32",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE TOCOPILLA"
          },
          "direction": "in",
          "count": 78,
          "monto_sum": 50212617.0,
          "date_min": "2017-05-12",
          "date_max": "2025-08-28",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-05-12",
              "date_to": "2017-05-12",
              "monto": 549937.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3554-164-CM17"
            }
          ]
        },
        {
          "other": {
            "id": "e4dd306f-5286-4fd4-a452-d75da6e55e27",
            "kind": "institucion_publica",
            "canonical_name": "MINISTERIO DE OBRAS PUBLICAS DIREC CION GRAL DE OO PP DCYF"
          },
          "direction": "in",
          "count": 144,
          "monto_sum": 47276270.0,
          "date_min": "2017-08-31",
          "date_max": "2026-03-10",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-08-31",
              "date_to": "2017-08-31",
              "monto": 545224.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=993-506-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-09-05",
              "date_to": "2017-09-05",
              "monto": 759662.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=993-520-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-11-15",
              "date_to": "2017-11-15",
              "monto": 106950.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=896-52-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-12-12",
              "date_to": "2017-12-12",
              "monto": 2113511.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=993-775-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-03-14",
              "date_to": "2018-03-14",
              "monto": 44060.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1264-15-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-03-21",
              "date_to": "2018-03-21",
              "monto": 224775.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=912-24-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-12-12",
              "date_to": "2018-12-12",
              "monto": 1006152.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=993-733-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-04-25",
              "date_to": "2019-04-25",
              "monto": 132984.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1264-20-CM19"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-06-20",
              "date_to": "2019-06-20",
              "monto": 295028.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=896-21-CM19"
            }
          ]
        },
        {
          "other": {
            "id": "7c7db2a5-c63a-4915-af3f-eb1d45af18d0",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Freirina"
          },
          "direction": "in",
          "count": 125,
          "monto_sum": 44574537.0,
          "date_min": "2021-01-22",
          "date_max": "2025-12-17",
          "sample": []
        },
        {
          "other": {
            "id": "a267e075-5e19-411e-9de5-0001984a31bc",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE ANTOFAGASTA"
          },
          "direction": "in",
          "count": 49,
          "monto_sum": 42913469.0,
          "date_min": "2017-03-29",
          "date_max": "2025-08-14",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-03-29",
              "date_to": "2017-03-29",
              "monto": 58374.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4291-531-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-04-18",
              "date_to": "2017-04-18",
              "monto": 95983.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4291-698-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-06-01",
              "date_to": "2017-06-01",
              "monto": 28981.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4291-1315-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-07-25",
              "date_to": "2017-07-25",
              "monto": 156337.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4291-2352-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-07-25",
              "date_to": "2017-07-25",
              "monto": 127447.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4291-2326-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-07-27",
              "date_to": "2017-07-27",
              "monto": 317490.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4291-2482-SE17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-07-31",
              "date_to": "2017-07-31",
              "monto": 145623.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4291-2368-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-07-25",
              "date_to": "2017-07-25",
              "monto": 211315.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4291-2324-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-07-20",
              "date_to": "2017-07-20",
              "monto": 348093.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4291-2332-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-10-18",
              "date_to": "2017-10-18",
              "monto": 120467.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4291-3823-CM17"
            }
          ]
        },
        {
          "other": {
            "id": "195d09d6-b756-43e3-b355-94a77e2e5917",
            "kind": "institucion_publica",
            "canonical_name": "Servicio Local de Educación Pública Iquique"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 40891235.0,
          "date_min": "2025-04-09",
          "date_max": "2026-04-06",
          "sample": []
        },
        {
          "other": {
            "id": "9cc31bd8-c84a-4d66-a31c-2702ca73da87",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CALAMA"
          },
          "direction": "in",
          "count": 91,
          "monto_sum": 39469609.0,
          "date_min": "2017-11-17",
          "date_max": "2024-11-11",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-11-17",
              "date_to": "2017-11-17",
              "monto": 1.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-798-SE17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-02-12",
              "date_to": "2018-02-12",
              "monto": 390543.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-95-SE18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-02-22",
              "date_to": "2018-02-22",
              "monto": 2671948.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-111-SE18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-02-12",
              "date_to": "2018-02-12",
              "monto": 57263.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-96-SE18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-03-15",
              "date_to": "2018-03-15",
              "monto": 128293.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-159-SE18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-04-16",
              "date_to": "2018-04-16",
              "monto": 568405.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-247-SE18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-05-18",
              "date_to": "2018-05-18",
              "monto": 228497.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-346-SE18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-07-27",
              "date_to": "2018-07-27",
              "monto": 318085.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-525-SE18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-08-08",
              "date_to": "2018-08-08",
              "monto": 94155.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-540-SE18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-08-16",
              "date_to": "2018-08-16",
              "monto": 344200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-570-SE18"
            }
          ]
        },
        {
          "other": {
            "id": "65206603-ddad-4c1b-9f1a-172ab1c95199",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE VIVIENDA Y URBANIZACION II REGION"
          },
          "direction": "in",
          "count": 36,
          "monto_sum": 38694185.0,
          "date_min": "2017-12-27",
          "date_max": "2025-12-18",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-12-27",
              "date_to": "2017-12-27",
              "monto": 3260698.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=650-572-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-08-06",
              "date_to": "2018-08-06",
              "monto": 1063047.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=650-295-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-12-21",
              "date_to": "2018-12-21",
              "monto": 1183519.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=650-503-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-04-29",
              "date_to": "2019-04-29",
              "monto": 744236.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=650-128-CM19"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-07-05",
              "date_to": "2019-07-05",
              "monto": 1786165.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=650-218-CM19"
            }
          ]
        },
        {
          "other": {
            "id": "e81afdee-7e55-4449-a40d-6dad093633e3",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 71,
          "monto_sum": 38591845.0,
          "date_min": "2017-04-17",
          "date_max": "2025-06-11",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-11",
              "date_to": "2025-06-11",
              "monto": 76636.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3246-216-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-04-17",
              "date_to": "2017-04-17",
              "monto": 350193.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3246-336-SE17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-03-12",
              "date_to": "2018-03-12",
              "monto": 23891.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3246-207-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-03-26",
              "date_to": "2018-03-26",
              "monto": 177186.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3246-303-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-04-30",
              "date_to": "2018-04-30",
              "monto": 341286.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3246-540-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-10-09",
              "date_to": "2018-10-09",
              "monto": 83409.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3246-1158-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-04-29",
              "date_to": "2019-04-29",
              "monto": 105110.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3246-487-CM19"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-05-13",
              "date_to": "2019-05-13",
              "monto": 245940.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3246-554-CM19"
            }
          ]
        },
        {
          "other": {
            "id": "efd440e8-7b13-404c-b073-ebfc6ad777a0",
            "kind": "institucion_publica",
            "canonical_name": "MINISTERIO PUBLICO"
          },
          "direction": "in",
          "count": 41,
          "monto_sum": 38289108.0,
          "date_min": "2018-09-25",
          "date_max": "2024-05-07",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-09-25",
              "date_to": "2018-09-25",
              "monto": 1676436.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=696217-95-CM18"
            }
          ]
        },
        {
          "other": {
            "id": "cb311df1-c6f6-4d8c-89a9-bce7a623f942",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Diego de Almagro"
          },
          "direction": "in",
          "count": 92,
          "monto_sum": 37712351.0,
          "date_min": "2018-03-20",
          "date_max": "2026-04-07",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-03-20",
              "date_to": "2018-03-20",
              "monto": 81479.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1638-114-SE18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-10-26",
              "date_to": "2018-10-26",
              "monto": 271434.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1638-514-CM18"
            }
          ]
        },
        {
          "other": {
            "id": "9f4a5fce-5400-4478-b1bf-dd06a1478f29",
            "kind": "institucion_publica",
            "canonical_name": "CORP ADMINISTRATIVA DEL PODER JUDICIAL"
          },
          "direction": "in",
          "count": 47,
          "monto_sum": 36728431.0,
          "date_min": "2017-02-06",
          "date_max": "2025-12-04",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-02-06",
              "date_to": "2017-02-06",
              "monto": 431278.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1697-15-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-06-28",
              "date_to": "2017-06-28",
              "monto": 832586.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1697-246-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-01-12",
              "date_to": "2018-01-12",
              "monto": 98960.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1697-12-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-05-11",
              "date_to": "2018-05-11",
              "monto": 3092253.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1697-201-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-08-08",
              "date_to": "2018-08-08",
              "monto": 112955.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1697-354-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-10-24",
              "date_to": "2018-10-24",
              "monto": 132784.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1697-519-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-01-30",
              "date_to": "2019-01-30",
              "monto": 526011.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1697-16-CM19"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-04-12",
              "date_to": "2019-04-12",
              "monto": 35155.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1697-91-CM19"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-06-07",
              "date_to": "2019-06-07",
              "monto": 815895.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1697-208-CM19"
            }
          ]
        },
        {
          "other": {
            "id": "92588a9c-45a9-453f-9451-c8627a94a0ba",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MARIA ELENA"
          },
          "direction": "in",
          "count": 45,
          "monto_sum": 36093365.0,
          "date_min": "2018-07-30",
          "date_max": "2024-07-01",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-07-30",
              "date_to": "2018-07-30",
              "monto": 202079.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3147-189-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-09-13",
              "date_to": "2018-09-13",
              "monto": 278038.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3146-163-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-02-25",
              "date_to": "2019-02-25",
              "monto": 116616.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3147-26-CM19"
            }
          ]
        },
        {
          "other": {
            "id": "99e7a892-4cbf-4722-b3a4-eec5c2d4d501",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE VALLENAR"
          },
          "direction": "in",
          "count": 44,
          "monto_sum": 35802912.0,
          "date_min": "2018-05-18",
          "date_max": "2025-12-11",
          "sample": [
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "2025-07-25",
              "date_to": "2025-07-25",
              "monto": 4023475.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5350-22-LE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-05-18",
              "date_to": "2018-05-18",
              "monto": 1635945.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5351-1374-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-06-04",
              "date_to": "2018-06-04",
              "monto": 296174.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5351-1706-CM18"
            }
          ]
        },
        {
          "other": {
            "id": "a8229cc8-a319-45d0-b737-c355bafb1fe6",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 55,
          "monto_sum": 35237035.0,
          "date_min": "2019-03-15",
          "date_max": "2024-11-29",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-03-25",
              "date_to": "2019-03-25",
              "monto": 2804162.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3145-207-CM19"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-03-15",
              "date_to": "2019-03-15",
              "monto": 91928.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3145-167-CM19"
            }
          ]
        },
        {
          "other": {
            "id": "47f467ff-92d9-4fe7-bdf5-d258d4555de7",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 26,
          "monto_sum": 33905298.0,
          "date_min": "2020-06-12",
          "date_max": "2024-09-02",
          "sample": []
        },
        {
          "other": {
            "id": "95f74c44-a6e4-4664-89c1-76ebc100c228",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Tierra Amarilla"
          },
          "direction": "in",
          "count": 34,
          "monto_sum": 33173339.0,
          "date_min": "2021-07-22",
          "date_max": "2026-01-27",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-26",
              "date_to": "2025-06-26",
              "monto": 93135.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4483-48-AG25"
            }
          ]
        },
        {
          "other": {
            "id": "7943cf01-0dc1-47a3-b52c-2be7dc52a80e",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE COLCHANE"
          },
          "direction": "in",
          "count": 39,
          "monto_sum": 31688769.0,
          "date_min": "2018-09-11",
          "date_max": "2026-05-04",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-06",
              "date_to": "2025-06-06",
              "monto": 1141695.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=525512-75-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-09-25",
              "date_to": "2018-09-25",
              "monto": 130065.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=525512-486-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-09-11",
              "date_to": "2018-09-11",
              "monto": 1159250.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=525512-470-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-10-17",
              "date_to": "2018-10-17",
              "monto": 395497.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=722640-76-MC18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-11-28",
              "date_to": "2018-11-28",
              "monto": 231812.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=525512-561-CM18"
            }
          ]
        },
        {
          "other": {
            "id": "245fa11f-a574-44e8-b25c-e8edff497fc6",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE SAN PEDRO DE ATACAMA"
          },
          "direction": "in",
          "count": 46,
          "monto_sum": 25971217.0,
          "date_min": "2019-08-13",
          "date_max": "2025-12-23",
          "sample": []
        },
        {
          "other": {
            "id": "c84453dd-5136-419c-b7fd-96d9a1f14ab7",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE ANTOFAGASTA"
          },
          "direction": "in",
          "count": 70,
          "monto_sum": 25754961.0,
          "date_min": "2017-07-28",
          "date_max": "2026-06-01",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-07-28",
              "date_to": "2017-07-28",
              "monto": 110741.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2429-1640-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-09-03",
              "date_to": "2018-09-03",
              "monto": 730422.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2429-2219-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-01-28",
              "date_to": "2019-01-28",
              "monto": 264118.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2429-66-CM19"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-01-23",
              "date_to": "2019-01-23",
              "monto": 297836.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2429-47-CM19"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-04-30",
              "date_to": "2019-04-30",
              "monto": 92914.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2429-1165-CM19"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-05-08",
              "date_to": "2019-05-08",
              "monto": 1142757.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2429-1255-CM19"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-05-13",
              "date_to": "2019-05-13",
              "monto": 36081.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2429-1327-CM19"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-07-22",
              "date_to": "2019-07-22",
              "monto": 174617.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2429-1795-CM19"
            }
          ]
        },
        {
          "other": {
            "id": "de1e8029-1f7b-4e77-a247-ef216a2fc8fd",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD IQUIQUE"
          },
          "direction": "in",
          "count": 35,
          "monto_sum": 25663658.0,
          "date_min": "2021-06-10",
          "date_max": "2024-11-20",
          "sample": []
        },
        {
          "other": {
            "id": "c33a4fef-6839-4b1f-9f6b-2b4e562e2163",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE CHAÑARAL"
          },
          "direction": "in",
          "count": 62,
          "monto_sum": 25404105.0,
          "date_min": "2018-01-10",
          "date_max": "2024-12-06",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-01-10",
              "date_to": "2018-01-10",
              "monto": 417047.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2923-9-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-01-12",
              "date_to": "2018-01-12",
              "monto": 260984.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2923-16-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-01-25",
              "date_to": "2018-01-25",
              "monto": 442965.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2923-31-CM18"
            }
          ]
        },
        {
          "other": {
            "id": "f356fff3-caa7-45af-b473-187444bdf4f3",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE REGISTRO CIVIL E IDENTIFICACION"
          },
          "direction": "in",
          "count": 16,
          "monto_sum": 24945071.0,
          "date_min": "2017-11-09",
          "date_max": "2025-03-14",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-11-09",
              "date_to": "2017-11-09",
              "monto": 2879276.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1355-53-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-12-07",
              "date_to": "2017-12-07",
              "monto": 275039.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1355-66-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-11-15",
              "date_to": "2018-11-15",
              "monto": 99538.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1355-68-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-01-04",
              "date_to": "2019-01-04",
              "monto": 88004.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1355-2-CM19"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-03-14",
              "date_to": "2019-03-14",
              "monto": 271081.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1355-13-CM19"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-03-07",
              "date_to": "2019-03-07",
              "monto": 451977.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1355-7-CM19"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-05-29",
              "date_to": "2019-05-29",
              "monto": 3637384.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1355-33-CM19"
            }
          ]
        },
        {
          "other": {
            "id": "da55793d-f572-44cc-80fb-16963ab47f2f",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO LOCAL DE EDUCACION PÚBLICA DE ATACAMA"
          },
          "direction": "in",
          "count": 28,
          "monto_sum": 24401368.0,
          "date_min": "2020-10-06",
          "date_max": "2026-06-01",
          "sample": []
        },
        {
          "other": {
            "id": "9849c898-66a9-4794-9a7c-580328b58a9d",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 62,
          "monto_sum": 24348507.0,
          "date_min": "2017-03-09",
          "date_max": "2026-06-12",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-03-09",
              "date_to": "2017-03-09",
              "monto": 196350.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5327-26-SE17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-03-10",
              "date_to": "2017-03-10",
              "monto": 392700.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5327-28-SE17"
            }
          ]
        },
        {
          "other": {
            "id": "13eaecce-3cc0-465c-b6b6-cacba9a1d791",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD ATACAMA HOSPITAL COPIA"
          },
          "direction": "in",
          "count": 18,
          "monto_sum": 24187767.0,
          "date_min": "2020-04-28",
          "date_max": "2024-06-13",
          "sample": []
        },
        {
          "other": {
            "id": "6abd2fa8-002e-4814-a826-6e7806e8c589",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE EDUCACION PUBLICA"
          },
          "direction": "in",
          "count": 62,
          "monto_sum": 22687034.0,
          "date_min": "2019-05-30",
          "date_max": "2025-11-19",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-05-30",
              "date_to": "2019-05-30",
              "monto": 208386.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1209-89-CM19"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-06-10",
              "date_to": "2019-06-10",
              "monto": 180008.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1209-108-CM19"
            }
          ]
        },
        {
          "other": {
            "id": "86409bc8-310c-430b-b043-f20da878f444",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Sierra Gorda"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 21086920.0,
          "date_min": "2017-04-13",
          "date_max": "2026-03-13",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-04-13",
              "date_to": "2017-04-13",
              "monto": 6131044.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3845-9-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-07-04",
              "date_to": "2018-07-04",
              "monto": 138061.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3846-75-CM18"
            }
          ]
        },
        {
          "other": {
            "id": "a3781282-c18e-4b93-b119-4ca0ee83ebd3",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE IQUIQUE"
          },
          "direction": "in",
          "count": 13,
          "monto_sum": 21006635.0,
          "date_min": "2021-03-20",
          "date_max": "2025-09-25",
          "sample": []
        },
        {
          "other": {
            "id": "9d7987cd-0f88-49f7-b381-8573635069c6",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Pica"
          },
          "direction": "in",
          "count": 24,
          "monto_sum": 20628842.0,
          "date_min": "2019-06-18",
          "date_max": "2024-11-28",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-06-18",
              "date_to": "2019-06-18",
              "monto": 258573.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=907562-73-CM19"
            }
          ]
        },
        {
          "other": {
            "id": "84de5cdf-1a88-46c3-8ade-010d949c166a",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 33,
          "monto_sum": 20509397.0,
          "date_min": "2017-12-26",
          "date_max": "2025-10-30",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-12-26",
              "date_to": "2017-12-26",
              "monto": 1838324.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1407-1991-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-05-08",
              "date_to": "2018-05-08",
              "monto": 246459.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1407-673-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-06-07",
              "date_to": "2018-06-07",
              "monto": 237976.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1407-923-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-03-20",
              "date_to": "2019-03-20",
              "monto": 135631.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1407-297-CM19"
            }
          ]
        },
        {
          "other": {
            "id": "570ee1a2-ffe9-4eb1-9251-99b1f11caeed",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 29,
          "monto_sum": 20048474.0,
          "date_min": "2017-06-29",
          "date_max": "2026-03-04",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-06-29",
              "date_to": "2017-06-29",
              "monto": 938804.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3391-1106-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-07-11",
              "date_to": "2017-07-11",
              "monto": 466896.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3391-1213-SE17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-07-20",
              "date_to": "2017-07-20",
              "monto": 245209.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3391-1310-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-07-18",
              "date_to": "2017-07-18",
              "monto": 544046.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3391-1266-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-03-26",
              "date_to": "2019-03-26",
              "monto": 837301.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3391-360-CM19"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-04-29",
              "date_to": "2019-04-29",
              "monto": 482892.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3391-536-CM19"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-04-17",
              "date_to": "2019-04-17",
              "monto": 77755.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3391-483-CM19"
            }
          ]
        },
        {
          "other": {
            "id": "b4a621a3-2f1a-4260-a785-0a261631527f",
            "kind": "institucion_publica",
            "canonical_name": "CORP MUNICIPAL DE DESARROLLO SOCIAL DE IQUIQUE"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 19037586.0,
          "date_min": "2025-06-23",
          "date_max": "2025-06-23",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-23",
              "date_to": "2025-06-23",
              "monto": 19037586.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1417913-135-CM25"
            }
          ]
        },
        {
          "other": {
            "id": "6631deee-a62b-4605-831d-f61126467ae4",
            "kind": "institucion_publica",
            "canonical_name": "GOBIERNO REGIONAL DE ANTOFAGASTA"
          },
          "direction": "in",
          "count": 19,
          "monto_sum": 18855449.0,
          "date_min": "2017-06-23",
          "date_max": "2023-11-22",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-06-23",
              "date_to": "2017-06-23",
              "monto": 82467.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=881-207-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-01-10",
              "date_to": "2019-01-10",
              "monto": 445718.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=881-17-CM19"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-06-21",
              "date_to": "2019-06-21",
              "monto": 447853.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=881-257-CM19"
            }
          ]
        },
        {
          "other": {
            "id": "ed50d04d-1aba-424e-adec-933389843d20",
            "kind": "institucion_publica",
            "canonical_name": "Dirección General de Aeronáutica Civil"
          },
          "direction": "in",
          "count": 32,
          "monto_sum": 18805850.0,
          "date_min": "2017-09-25",
          "date_max": "2026-03-18",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-09-25",
              "date_to": "2017-09-25",
              "monto": 500551.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1989-146-CM17"
            }
          ]
        },
        {
          "other": {
            "id": "dd9a47a2-0b9b-4de6-9661-f351ab6c6c02",
            "kind": "institucion_publica",
            "canonical_name": "HOSPITAL DOCTOR ERNESTO TORRES GALDAMES"
          },
          "direction": "in",
          "count": 18,
          "monto_sum": 18665814.0,
          "date_min": "2020-11-24",
          "date_max": "2024-08-23",
          "sample": []
        },
        {
          "other": {
            "id": "020bdd60-db66-4651-878b-4e9fa2f69e9b",
            "kind": "institucion_publica",
            "canonical_name": "Dirección del Trabajo"
          },
          "direction": "in",
          "count": 18,
          "monto_sum": 18473346.0,
          "date_min": "2020-12-02",
          "date_max": "2023-08-21",
          "sample": []
        },
        {
          "other": {
            "id": "44529190-98c6-4542-a25a-1b39e18d9554",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ALTO DEL CARMEN"
          },
          "direction": "in",
          "count": 37,
          "monto_sum": 17639881.0,
          "date_min": "2017-02-24",
          "date_max": "2024-03-11",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-02-24",
              "date_to": "2017-02-24",
              "monto": 270284.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3332-9-SE17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-02-13",
              "date_to": "2018-02-13",
              "monto": 98056.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3332-23-SE18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-01-21",
              "date_to": "2019-01-21",
              "monto": 429829.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=411-18-CM19"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-06-20",
              "date_to": "2019-06-20",
              "monto": 1128714.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=411-221-CM19"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-06-21",
              "date_to": "2019-06-21",
              "monto": 104361.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=411-217-CM19"
            }
          ]
        },
        {
          "other": {
            "id": "ea04afc7-960e-45b5-8c1e-867058988aa4",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 30,
          "monto_sum": 16747746.0,
          "date_min": "2019-12-16",
          "date_max": "2025-10-14",
          "sample": []
        },
        {
          "other": {
            "id": "d970852d-fee6-47a0-9267-4100803a9361",
            "kind": "institucion_publica",
            "canonical_name": "JUNTA NACIONAL DE JARDINES         INFANTILES"
          },
          "direction": "in",
          "count": 17,
          "monto_sum": 16734969.0,
          "date_min": "2018-10-18",
          "date_max": "2025-06-25",
          "sample": [
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "2025-06-17",
              "date_to": "2025-06-17",
              "monto": 361620.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=846-14-LE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-25",
              "date_to": "2025-06-25",
              "monto": 430327.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=846-192-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-10",
              "date_to": "2025-06-10",
              "monto": 3974381.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=846-183-CM25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-10-18",
              "date_to": "2018-10-18",
              "monto": 379555.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=846-605-CM18"
            }
          ]
        }
      ],
      "rest": {
        "counterparties": 187,
        "count": 1361,
        "monto_sum": 693586011.0
      }
    },
    "lobby": {
      "total": 3,
      "monto_sum": null,
      "groups": [
        {
          "other": {
            "id": "54f5da09-77d7-4b0e-b69b-8d3a705a7db8",
            "kind": "persona",
            "canonical_name": "Laila Nasreddine"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": null,
          "date_max": null,
          "sample": []
        },
        {
          "other": {
            "id": "6782af58-d3ed-40aa-8e6b-9753ea51da66",
            "kind": "persona",
            "canonical_name": "Mónica García"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": null,
          "date_max": null,
          "sample": []
        },
        {
          "other": {
            "id": "7b75e8b6-f60c-46f2-bad4-8bf495c44fc0",
            "kind": "persona",
            "canonical_name": "Alexander Villagrán Kasic"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": null,
          "date_max": null,
          "sample": []
        }
      ],
      "rest": null
    }
  },
  "card_updated_at": null,
  "insights": {
    "stats": {
      "grado": 4102,
      "monto_sum": 4710657838.0,
      "grado_pctl": 0.9575471698113207,
      "monto_pctl": 0.8763477088948787,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-25",
            "monto": 4023475.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5350-22-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-05-18",
            "monto": 1635945.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5351-1374-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-06-04",
            "monto": 296174.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5351-1706-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-02-18",
            "monto": 682221.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-161-SE20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-03-12",
            "monto": 22026.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-262-SE20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-03-17",
            "monto": 942777.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-299-SE20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-05-11",
            "monto": 896192.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-443-SE20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-06-22",
            "monto": 680456.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-542-SE20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-07-21",
            "monto": 723849.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-600-SE20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-07-21",
            "monto": 107219.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-604-AG20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-08-14",
            "monto": 625669.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-679-SE20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-09-11",
            "monto": 674286.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-770-SE20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-10-06",
            "monto": 157318.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2322-400-AG20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-10-13",
            "monto": 614106.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-889-SE20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-11-11",
            "monto": 492112.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-945-SE20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-12-21",
            "monto": 1298290.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-1144-SE20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-12-18",
            "monto": 195939.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-1136-SE20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-01-12",
            "monto": 356410.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-26-SE21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-01-20",
            "monto": 215701.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-49-SE21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-02-15",
            "monto": 418289.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-161-SE21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-03-15",
            "monto": 530513.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-228-SE21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-03-04",
            "monto": 94676.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-189-SE21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-04-09",
            "monto": 649384.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-329-SE21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-05-06",
            "monto": 108171.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-420-SE21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-05-17",
            "monto": 143365.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-473-SE21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-06-16",
            "monto": 307304.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-598-SE21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-07-14",
            "monto": 839099.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-708-SE21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-08-05",
            "monto": 1257544.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-776-SE21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-09-15",
            "monto": 4919352.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2322-332-SE21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-09-10",
            "monto": 780851.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-940-SE21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-10-07",
            "monto": 527443.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-1043-SE21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-11-17",
            "monto": 527443.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-1186-SE21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-12-13",
            "monto": 527443.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-1317-SE21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-01-18",
            "monto": 253708.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-58-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-08-30",
            "monto": 419007.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2322-386-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-08-09",
            "monto": 357856.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-808-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-06",
            "monto": 395301.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2322-725-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-02-07",
            "monto": 263506.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-74-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-05-07",
            "monto": 450403.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-396-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-06-05",
            "monto": 439995.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-511-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-10-30",
            "monto": 699762.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2322-806-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-11-26",
            "monto": 895939.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-1224-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-28",
            "monto": 4787935.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5350-3496-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-11",
            "monto": 568458.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2322-1896-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "3ef03220-af2f-4fcc-bdfe-1c6315ccfd9c",
            "kind": "empresa",
            "name": "PROVEEDORES INTEGRALES DEL NORTE S.A.",
            "role": "ancla"
          },
          {
            "id": "99e7a892-4cbf-4722-b3a4-eec5c2d4d501",
            "kind": "institucion_publica",
            "name": "I. MUNICIPALIDAD DE VALLENAR",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 35802912.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-06-25",
            "monto": 430327.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=846-192-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-06-10",
            "monto": 3974381.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=846-183-CM25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-06-17",
            "monto": 361620.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=846-14-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-10-18",
            "monto": 379555.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=846-605-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-07-01",
            "monto": 3463479.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=846-387-SE20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-08-10",
            "monto": 252250.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=846-292-AG21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-08-20",
            "monto": 46706.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1573-139-AG21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-08-20",
            "monto": 173813.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1573-140-AG21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-08-10",
            "monto": 310000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=846-291-AG21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-10-26",
            "monto": 286111.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1573-161-AG21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-11-15",
            "monto": 132325.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1573-170-AG21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-11-15",
            "monto": 35909.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1573-154-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-12-02",
            "monto": 1151633.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1573-187-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-06-07",
            "monto": 68068.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=846-146-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-02-16",
            "monto": 595581.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=846-76-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-04-04",
            "monto": 1197105.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=846-104-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-04-04",
            "monto": 3876106.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=846-89-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "3ef03220-af2f-4fcc-bdfe-1c6315ccfd9c",
            "kind": "empresa",
            "name": "PROVEEDORES INTEGRALES DEL NORTE S.A.",
            "role": "ancla"
          },
          {
            "id": "d970852d-fee6-47a0-9267-4100803a9361",
            "kind": "institucion_publica",
            "name": "JUNTA NACIONAL DE JARDINES         INFANTILES",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 16734969.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-08-11",
            "monto": 462150.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2608-7-L125",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-08-22",
            "monto": 399446.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2608-39-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-11-27",
            "monto": 223082.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2608-78-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-12",
            "monto": 549958.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2608-54-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "3ef03220-af2f-4fcc-bdfe-1c6315ccfd9c",
            "kind": "empresa",
            "name": "PROVEEDORES INTEGRALES DEL NORTE S.A.",
            "role": "ancla"
          },
          {
            "id": "93a44a05-ebe8-487f-9f4e-29cb3a9ffce8",
            "kind": "institucion_publica",
            "name": "SUBSECRETARIA DEL MINISTERIO DE EDUCACION PUBLICA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1634636.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 234,
        "monto": 2406501464.0,
        "share": 0.5104643013905045
      },
      "periodo": {
        "desde": "2017-02-06",
        "hasta": "2026-07-15"
      },
      "monto_total": 4714338412.0,
      "n_contratos": 4106,
      "serie_anual": [
        {
          "anio": 2017,
          "monto": 46256346.0
        },
        {
          "anio": 2018,
          "monto": 101703597.0
        },
        {
          "anio": 2019,
          "monto": 182895673.0
        },
        {
          "anio": 2020,
          "monto": 492950967.0
        },
        {
          "anio": 2021,
          "monto": 466675127.0
        },
        {
          "anio": 2022,
          "monto": 471810084.0
        },
        {
          "anio": 2023,
          "monto": 870253955.0
        },
        {
          "anio": 2024,
          "monto": 890331143.0
        },
        {
          "anio": 2025,
          "monto": 455250698.0
        },
        {
          "anio": 2026,
          "monto": 736210822.0
        }
      ],
      "td_conocidos": 4102,
      "n_contrapartes": 237,
      "n_trato_directo": 3000,
      "top_contrapartes": [
        {
          "id": "12816386-ff79-4d21-87a7-c80490287b01",
          "name": "CORP MUNICIPAL DE DESARROLLO SOCIAL DE A",
          "monto": 1755075360.0,
          "share": 0.37228455121774573
        },
        {
          "id": "c601b28a-541e-4d09-9ab7-f32e27dd8f54",
          "name": "SERVICIO DE SALUD ANTOFAGASTA HOSPITAL L",
          "monto": 367277371.0,
          "share": 0.07790645025930311
        },
        {
          "id": "864a26e5-f4a5-4e8f-b396-e987883f3aa3",
          "name": "SERVICIO DE SALUD ANTOFAGASTA HOSP C CIS",
          "monto": 185484217.0,
          "share": 0.03934469713244676
        }
      ],
      "pct_trato_directo": 0.7313505607020966
    },
    "senales": [
      "3000 de sus 4102 contratos con dato fueron por trato directo (73%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}