{
  "id": "b13e74cd-2c3c-4c90-8f74-b34709f59840",
  "kind": "empresa",
  "canonical_name": "COMERCIALIZADORA MAPY LIMITADA",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "77646099-0"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 154,
      "monto_sum": 620196055.0,
      "groups": [
        {
          "other": {
            "id": "3be9c4c3-2150-4b22-b3c7-fd8c4213f93d",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MEJILLONES"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 36049860.0,
          "date_min": "2025-10-15",
          "date_max": "2025-10-15",
          "sample": [
            {
              "date": "2025-10-15",
              "monto": 36049860.0,
              "date_to": "2025-10-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3858-437-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b7fef299-3a93-4006-abbc-9e6eb7ea0426",
            "kind": "institucion_publica",
            "canonical_name": "Comisión Nacional de Investigación Científica y Tecnológicas - CONICYT"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 35770975.0,
          "date_min": "2023-06-13",
          "date_max": "2025-12-23",
          "sample": [
            {
              "date": "2023-08-25",
              "monto": 1231997.0,
              "date_to": "2023-08-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-1001-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-06-13",
              "monto": 1334373.0,
              "date_to": "2023-06-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-721-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-07-14",
              "monto": 1417290.0,
              "date_to": "2025-07-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-740-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-12-06",
              "monto": 1819169.0,
              "date_to": "2023-12-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2324-2302-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-06-13",
              "monto": 837408.0,
              "date_to": "2023-06-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-707-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-07-11",
              "monto": 3962700.0,
              "date_to": "2023-07-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-824-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-05-28",
              "monto": 4432750.0,
              "date_to": "2025-05-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-540-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-29",
              "monto": 7913500.0,
              "date_to": "2025-08-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2332-968-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "49e19694-4887-4b50-bd66-48f9bab8cd6a",
            "kind": "institucion_publica",
            "canonical_name": "Universidad de la Frontera"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 32634560.0,
          "date_min": "2024-12-17",
          "date_max": "2026-07-10",
          "sample": [
            {
              "date": "2026-07-10",
              "monto": 10531500.0,
              "date_to": "2026-07-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-2270-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-07-09",
              "monto": 20575100.0,
              "date_to": "2026-07-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-2203-SE26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "bafb2f89-1251-48da-9c88-2a9c24c2292d",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE MAGALLANES"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 30944700.0,
          "date_min": "2025-07-07",
          "date_max": "2025-07-07",
          "sample": [
            {
              "date": "2025-07-07",
              "monto": 14130000.0,
              "date_to": "2025-07-07",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5394-26-LE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-07-07",
              "monto": 16814700.0,
              "date_to": "2025-07-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5394-346-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5ae147df-dc19-4130-98c8-73e959ff0d3c",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE SAN FELIPE"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 29583400.0,
          "date_min": "2026-04-24",
          "date_max": "2026-04-24",
          "sample": [
            {
              "date": "2026-04-24",
              "monto": 29583400.0,
              "date_to": "2026-04-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2741-102-SE26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6b04f2e8-3b40-4100-8f49-e1ad537362be",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ARICA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 26710228.0,
          "date_min": "2023-11-09",
          "date_max": "2025-11-26",
          "sample": [
            {
              "date": "2023-11-09",
              "monto": 2986388.0,
              "date_to": "2023-11-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-1102-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-11-26",
              "monto": 18428340.0,
              "date_to": "2025-11-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1347870-242-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8ebe4403-f1b3-4f0b-ba05-f9e043965fdc",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cholchol"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 25299999.0,
          "date_min": "2026-02-26",
          "date_max": "2026-02-26",
          "sample": [
            {
              "date": "2026-02-26",
              "monto": 25299999.0,
              "date_to": "2026-02-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4993-98-SE26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7331b1a7-1e8f-4ba4-8fac-bbada3cb72c4",
            "kind": "institucion_publica",
            "canonical_name": "CORPORACION SOCIAL Y CULTURA DE CONCEPCION - SEMCO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 21687750.0,
          "date_min": "2026-05-07",
          "date_max": "2026-05-07",
          "sample": [
            {
              "date": "2026-05-07",
              "monto": 21687750.0,
              "date_to": "2026-05-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1242028-34-SE26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "3d7f77bf-493a-44a4-a478-e91c074882fb",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Villarrica"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 19402808.0,
          "date_min": "2025-05-22",
          "date_max": "2025-07-15",
          "sample": [
            {
              "date": "2025-07-15",
              "monto": 8035039.0,
              "date_to": "2025-07-15",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3920-6-LE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-07-15",
              "monto": 9561696.0,
              "date_to": "2025-07-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3920-23-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-05-22",
              "monto": 1806073.0,
              "date_to": "2025-05-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3920-12-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7b4b560f-3af3-426b-8eca-019950c23177",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 16427355.0,
          "date_min": "2023-10-10",
          "date_max": "2025-08-22",
          "sample": [
            {
              "date": "2023-10-10",
              "monto": 7380975.0,
              "date_to": "2023-10-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=778992-300-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-22",
              "monto": 3931760.0,
              "date_to": "2025-08-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=778992-277-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-11-29",
              "monto": 5114620.0,
              "date_to": "2024-11-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=778992-402-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c5ad8d53-6710-440f-a2cc-0f282b9c0349",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE ALTO HOSPICIO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 14049289.0,
          "date_min": "2023-11-03",
          "date_max": "2026-01-30",
          "sample": [
            {
              "date": "2023-11-03",
              "monto": 7117539.0,
              "date_to": "2023-11-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-3396-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-01-30",
              "monto": 6931750.0,
              "date_to": "2026-01-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-264-SE26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "3a2cba01-d9be-4545-a144-db4d9a690cd7",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DEL ADULTO MAYOR"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 13458900.0,
          "date_min": "2025-12-18",
          "date_max": "2025-12-30",
          "sample": [
            {
              "date": "2025-12-18",
              "monto": 1725500.0,
              "date_to": "2025-12-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1300-706-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-12-30",
              "monto": 11733400.0,
              "date_to": "2025-12-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1300-724-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b4013785-aa37-406f-895e-44402fae18cd",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Puerto Varas"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 13266228.0,
          "date_min": "2025-10-01",
          "date_max": "2025-10-01",
          "sample": [
            {
              "date": "2025-10-01",
              "monto": 13266228.0,
              "date_to": "2025-10-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2852-959-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e3d1aa62-5f39-4b0b-b72e-e09123d8cf7c",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 13244700.0,
          "date_min": "2025-10-07",
          "date_max": "2026-01-19",
          "sample": [
            {
              "date": "2026-01-19",
              "monto": 6824650.0,
              "date_to": "2026-01-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1079689-17-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-10-07",
              "monto": 6420050.0,
              "date_to": "2025-10-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1079689-315-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c607344b-125c-4ad2-8da7-db4c8de58316",
            "kind": "institucion_publica",
            "canonical_name": "CORP MUNICIPAL DE DESARROLLO SOCIAL DE LAMPA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 13178631.0,
          "date_min": "2024-11-26",
          "date_max": "2025-11-21",
          "sample": [
            {
              "date": "2025-11-21",
              "monto": 9556890.0,
              "date_to": "2025-11-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1271359-1095-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-11-26",
              "monto": 3621741.0,
              "date_to": "2024-11-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1271359-435-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "398ab25d-3d8a-413e-8151-7382c8c7c7a2",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud Atacama"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 12174317.0,
          "date_min": "2026-07-06",
          "date_max": "2026-07-06",
          "sample": [
            {
              "date": "2026-07-06",
              "monto": 1321517.0,
              "date_to": "2026-07-06",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1552-62-LE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-07-06",
              "monto": 10852800.0,
              "date_to": "2026-07-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1552-329-SE26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2044a0dc-8491-45e1-a811-23df09d132bc",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 10948000.0,
          "date_min": "2024-05-30",
          "date_max": "2024-05-30",
          "sample": [
            {
              "date": "2024-05-30",
              "monto": 10948000.0,
              "date_to": "2024-05-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3390-139-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cf903f25-cf2c-416b-bcfb-3994131e8551",
            "kind": "institucion_publica",
            "canonical_name": "Hospital Provincial del Huasco Monseñor Fernando Ariztia Ruiz"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 10923005.0,
          "date_min": "2025-08-18",
          "date_max": "2026-07-09",
          "sample": [
            {
              "date": "2026-07-09",
              "monto": 2640000.0,
              "date_to": "2026-07-09",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5349-58-L126",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-18",
              "monto": 605.0,
              "date_to": "2025-08-18",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5349-55-L125",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-07-09",
              "monto": 3141600.0,
              "date_to": "2026-07-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5349-1379-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-12-11",
              "monto": 1190000.0,
              "date_to": "2025-12-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5349-2614-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-18",
              "monto": 714000.0,
              "date_to": "2025-08-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5349-1651-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-10-20",
              "monto": 3236800.0,
              "date_to": "2025-10-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5349-2202-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d970852d-fee6-47a0-9267-4100803a9361",
            "kind": "institucion_publica",
            "canonical_name": "JUNTA NACIONAL DE JARDINES         INFANTILES"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 10638400.0,
          "date_min": "2025-07-24",
          "date_max": "2025-08-13",
          "sample": [
            {
              "date": "2025-07-24",
              "monto": 690000.0,
              "date_to": "2025-07-24",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=846-16-LE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-13",
              "monto": 9841300.0,
              "date_to": "2025-08-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=848-267-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-13",
              "monto": 107100.0,
              "date_to": "2025-08-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=848-275-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b2020aef-29cd-40ea-8898-e46cbddc61a2",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD DEL MAULE HOSPITAL DE TALCA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 10580885.0,
          "date_min": "2024-12-10",
          "date_max": "2024-12-24",
          "sample": [
            {
              "date": "2024-12-24",
              "monto": 1126335.0,
              "date_to": "2024-12-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5053-2019-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "80a4d6c9-51c1-4061-a20f-d806bcc0821b",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD ANTOFAGASTA HOSPITAL M"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 9889681.0,
          "date_min": "2024-12-18",
          "date_max": "2026-06-10",
          "sample": [
            {
              "date": "2026-06-10",
              "monto": 108000.0,
              "date_to": "2026-06-10",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2086-5-L126",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-12-18",
              "monto": 3451000.0,
              "date_to": "2024-12-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057384-1024-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-04-25",
              "monto": 928200.0,
              "date_to": "2025-04-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057774-8-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-11-07",
              "monto": 178500.0,
              "date_to": "2025-11-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057774-18-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-07-23",
              "monto": 3781701.0,
              "date_to": "2025-07-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057384-454-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-10-28",
              "monto": 861560.0,
              "date_to": "2025-10-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057774-17-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "972e314a-1f5e-440b-a1b7-43f25a7c80c8",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CARAHUE"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 9835350.0,
          "date_min": "2025-02-12",
          "date_max": "2025-02-12",
          "sample": [
            {
              "date": "2025-02-12",
              "monto": 9835350.0,
              "date_to": "2025-02-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3516-134-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d7b57148-20f8-464e-b186-4c2e232e7db3",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE TRAIGUEN"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 9757995.0,
          "date_min": "2026-05-29",
          "date_max": "2026-05-29",
          "sample": [
            {
              "date": "2026-05-29",
              "monto": 9757995.0,
              "date_to": "2026-05-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3518-196-SE26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "95569b41-3d37-4b5a-8b87-61a5e67dc193",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Coltauco"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 9689411.0,
          "date_min": "2026-05-19",
          "date_max": "2026-05-19",
          "sample": [
            {
              "date": "2026-05-19",
              "monto": 9689411.0,
              "date_to": "2026-05-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3997-197-SE26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "814ffa1b-d418-4e32-a612-94d9714333aa",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 8031343.0,
          "date_min": "2024-11-25",
          "date_max": "2024-11-25",
          "sample": []
        },
        {
          "other": {
            "id": "f7a4d54c-9f8e-4d74-8792-35d3343b601e",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO LOCAL DE EDUCACION DE CHINCHORRO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 7905289.0,
          "date_min": "2024-12-16",
          "date_max": "2024-12-16",
          "sample": [
            {
              "date": "2024-12-16",
              "monto": 7905289.0,
              "date_to": "2024-12-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1110404-1445-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b4a621a3-2f1a-4260-a785-0a261631527f",
            "kind": "institucion_publica",
            "canonical_name": "CORP MUNICIPAL DE DESARROLLO SOCIAL DE IQUIQUE"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 7321190.0,
          "date_min": "2025-11-13",
          "date_max": "2026-06-26",
          "sample": [
            {
              "date": "2026-06-26",
              "monto": 180000.0,
              "date_to": "2026-06-26",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1417913-41-LE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-01-20",
              "monto": 821100.0,
              "date_to": "2026-01-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1417913-41-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-12-30",
              "monto": 4783800.0,
              "date_to": "2025-12-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1417913-773-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-11-13",
              "monto": 1536290.0,
              "date_to": "2025-11-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1417913-435-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6bf9571d-0958-4804-ba6a-26949057c8d5",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 7116200.0,
          "date_min": "2025-07-07",
          "date_max": "2025-07-07",
          "sample": [
            {
              "date": "2025-07-07",
              "monto": 7116200.0,
              "date_to": "2025-07-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3436-445-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a862f93e-ce91-4896-89a2-792f0f738c9e",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TIRUA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 6789000.0,
          "date_min": "2026-07-02",
          "date_max": "2026-07-02",
          "sample": [
            {
              "date": "2026-07-02",
              "monto": 3100000.0,
              "date_to": "2026-07-02",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4857-34-L126",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-07-02",
              "monto": 3689000.0,
              "date_to": "2026-07-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4857-386-SE26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "963c6e0a-19ae-4f83-9652-330edbc62494",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE MOSTAZAL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 6396250.0,
          "date_min": "2024-12-06",
          "date_max": "2024-12-06",
          "sample": [
            {
              "date": "2024-12-06",
              "monto": 6396250.0,
              "date_to": "2024-12-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1063534-36-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "23baf5d8-4d8f-4fd7-9ae5-143ca12cd8e5",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE PLAYA ANCHA DE CIENCIAS DE LA EDUCACION"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 6157350.0,
          "date_min": "2026-04-28",
          "date_max": "2026-07-06",
          "sample": [
            {
              "date": "2026-06-30",
              "monto": 1765000.0,
              "date_to": "2026-06-30",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4469-114-L126",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-07-06",
              "monto": 150000.0,
              "date_to": "2026-07-06",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4469-136-L126",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-06-30",
              "monto": 2100350.0,
              "date_to": "2026-06-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4469-550-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-04-28",
              "monto": 2142000.0,
              "date_to": "2026-04-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4469-234-SE26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "69270c14-5587-4470-b5dd-9c9c8808b20a",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE PADRE LAS CASAS"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 6126120.0,
          "date_min": "2023-10-05",
          "date_max": "2023-10-05",
          "sample": [
            {
              "date": "2023-10-05",
              "monto": 6126120.0,
              "date_to": "2023-10-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2548-1002-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8e4f56c6-4dc4-46be-b4a2-8eb95e29c0a6",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Pelluhue"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 5518800.0,
          "date_min": "2026-07-10",
          "date_max": "2026-07-10",
          "sample": [
            {
              "date": "2026-07-10",
              "monto": 2520000.0,
              "date_to": "2026-07-10",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3253-62-R126",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-07-10",
              "monto": 2998800.0,
              "date_to": "2026-07-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3253-220-SE26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "86409bc8-310c-430b-b043-f20da878f444",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Sierra Gorda"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 5414500.0,
          "date_min": "2023-11-28",
          "date_max": "2023-11-28",
          "sample": [
            {
              "date": "2023-11-28",
              "monto": 5414500.0,
              "date_to": "2023-11-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3845-136-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "0b8fd0a9-7621-49df-b121-6f7c32756900",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 4945640.0,
          "date_min": "2025-10-24",
          "date_max": "2025-11-04",
          "sample": [
            {
              "date": "2025-11-04",
              "monto": 4136440.0,
              "date_to": "2025-11-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1079967-619-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-10-24",
              "monto": 809200.0,
              "date_to": "2025-10-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1079967-599-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5057cbee-9883-43c9-9c9a-38bde7ea863b",
            "kind": "institucion_publica",
            "canonical_name": "POLICIA DE INVESTIGACIONES DE CHILE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 4597177.0,
          "date_min": "2025-04-25",
          "date_max": "2026-07-06",
          "sample": [
            {
              "date": "2026-07-06",
              "monto": 207.0,
              "date_to": "2026-07-06",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2981-146-LE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-04-25",
              "monto": 4596970.0,
              "date_to": "2025-04-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3325-34-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "243a3878-7e4d-4701-8e64-a6e0a6243585",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE CASABLANCA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 4527950.0,
          "date_min": "2025-06-18",
          "date_max": "2025-06-18",
          "sample": [
            {
              "date": "2025-06-18",
              "monto": 4527950.0,
              "date_to": "2025-06-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5300-11-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "46a712a6-78b4-43c4-a54c-5fbaf4aaa5a1",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Puerto Saavedra"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 4507720.0,
          "date_min": "2023-10-16",
          "date_max": "2023-10-16",
          "sample": [
            {
              "date": "2023-10-16",
              "monto": 4507720.0,
              "date_to": "2023-10-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3608-605-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "84729c30-4cbb-4735-92c0-071607f7d43e",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud Chiloé"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 4474400.0,
          "date_min": "2026-06-17",
          "date_max": "2026-06-17",
          "sample": []
        },
        {
          "other": {
            "id": "95f74c44-a6e4-4664-89c1-76ebc100c228",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Tierra Amarilla"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 4179327.0,
          "date_min": "2023-08-24",
          "date_max": "2025-06-19",
          "sample": [
            {
              "date": "2023-08-24",
              "monto": 2703132.0,
              "date_to": "2023-08-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4483-53-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-06-19",
              "monto": 1476195.0,
              "date_to": "2025-06-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4483-51-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d9630b1e-315c-4421-827a-9120481689fc",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Alhue"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 4129499.0,
          "date_min": "2024-11-28",
          "date_max": "2024-11-28",
          "sample": [
            {
              "date": "2024-11-28",
              "monto": 4129499.0,
              "date_to": "2024-11-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2933-424-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ed4fa1f6-7bfd-4f5c-97c6-a23d9f85cbb9",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD HOSPITAL DE SAN FERNANDO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 4091981.0,
          "date_min": "2025-04-04",
          "date_max": "2025-04-04",
          "sample": [
            {
              "date": "2025-04-04",
              "monto": 4091981.0,
              "date_to": "2025-04-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5484-60-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5b2e5e47-ecfb-441b-a5d6-3dd6549283a1",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cunco"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 3906787.0,
          "date_min": "2024-11-27",
          "date_max": "2025-09-26",
          "sample": [
            {
              "date": "2025-09-26",
              "monto": 1987300.0,
              "date_to": "2025-09-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4284-468-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-11-27",
              "monto": 1919487.0,
              "date_to": "2024-11-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4284-510-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "917082df-04ec-41c6-bcb7-6a82c666fa85",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE RENGO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3617600.0,
          "date_min": "2025-01-07",
          "date_max": "2025-01-07",
          "sample": [
            {
              "date": "2025-01-07",
              "monto": 3617600.0,
              "date_to": "2025-01-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2778-24-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "de987c2f-8a94-4b42-9e3b-1c275fc9f7c6",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE OSORNO"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 3603272.0,
          "date_min": "2025-09-04",
          "date_max": "2025-12-03",
          "sample": [
            {
              "date": "2025-12-03",
              "monto": 1138901.0,
              "date_to": "2025-12-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2297-1718-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-09-04",
              "monto": 2281587.0,
              "date_to": "2025-09-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2297-1285-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-11-21",
              "monto": 182784.0,
              "date_to": "2025-11-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2307-3756-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "63455a5a-5273-4db9-8eb5-882c47650382",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Perquenco"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3570000.0,
          "date_min": "2024-12-19",
          "date_max": "2024-12-19",
          "sample": [
            {
              "date": "2024-12-19",
              "monto": 3570000.0,
              "date_to": "2024-12-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4324-411-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f4ec88b5-466e-4906-b2f5-a9b4b613870c",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD VALPARAISO SAN ANTONIO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 3555380.0,
          "date_min": "2026-07-02",
          "date_max": "2026-07-03",
          "sample": [
            {
              "date": "2026-07-02",
              "monto": 1624010.0,
              "date_to": "2026-07-02",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5147-29-LE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-07-03",
              "monto": 1931370.0,
              "date_to": "2026-07-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5147-190-SE26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "45ea9654-e506-43c8-9cbd-a929b8ec4e2d",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LA PINTANA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3510976.0,
          "date_min": "2024-12-19",
          "date_max": "2024-12-19",
          "sample": [
            {
              "date": "2024-12-19",
              "monto": 3510976.0,
              "date_to": "2024-12-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2314-471-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "29a69507-9726-43e7-a5d5-b76631c8c6cb",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de O'Higgins"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3400000.0,
          "date_min": "2026-06-05",
          "date_max": "2026-06-05",
          "sample": [
            {
              "date": "2026-06-05",
              "monto": 3400000.0,
              "date_to": "2026-06-05",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1485465-2-LE26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "485a4727-806e-4cb4-8f0c-a8443cdbb09a",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3324860.0,
          "date_min": "2024-12-16",
          "date_max": "2024-12-16",
          "sample": [
            {
              "date": "2024-12-16",
              "monto": 3324860.0,
              "date_to": "2024-12-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5701-330-SE24",
              "source_name": "chilecompra"
            }
          ]
        }
      ],
      "rest": {
        "counterparties": 42,
        "count": 52,
        "monto_sum": 53331017.0
      }
    }
  },
  "card_updated_at": "2026-07-21T06:29:05.586911+00:00",
  "insights": {
    "stats": {
      "grado": 142,
      "monto_sum": 574570749.0,
      "grado_pctl": 0.28116710875331563,
      "monto_pctl": 0.5573607427055703,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-07",
            "monto": 14130000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5394-26-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-07",
            "monto": 16814700.0,
            "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=5394-346-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b13e74cd-2c3c-4c90-8f74-b34709f59840",
            "kind": "empresa",
            "name": "COMERCIALIZADORA MAPY LIMITADA",
            "role": "ancla"
          },
          {
            "id": "bafb2f89-1251-48da-9c88-2a9c24c2292d",
            "kind": "institucion_publica",
            "name": "UNIVERSIDAD DE MAGALLANES",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 30944700.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-15",
            "monto": 8035039.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3920-6-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-05-22",
            "monto": 1806073.0,
            "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=3920-12-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-15",
            "monto": 9561696.0,
            "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=3920-23-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b13e74cd-2c3c-4c90-8f74-b34709f59840",
            "kind": "empresa",
            "name": "COMERCIALIZADORA MAPY LIMITADA",
            "role": "ancla"
          },
          {
            "id": "3d7f77bf-493a-44a4-a478-e91c074882fb",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Villarrica",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 19402808.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2026-07-06",
            "monto": 1321517.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1552-62-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-07-06",
            "monto": 10852800.0,
            "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=1552-329-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b13e74cd-2c3c-4c90-8f74-b34709f59840",
            "kind": "empresa",
            "name": "COMERCIALIZADORA MAPY LIMITADA",
            "role": "ancla"
          },
          {
            "id": "398ab25d-3d8a-413e-8151-7382c8c7c7a2",
            "kind": "institucion_publica",
            "name": "Servicio de Salud Atacama",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 12174317.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-24",
            "monto": 690000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=846-16-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-13",
            "monto": 107100.0,
            "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=848-275-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-13",
            "monto": 9841300.0,
            "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=848-267-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b13e74cd-2c3c-4c90-8f74-b34709f59840",
            "kind": "empresa",
            "name": "COMERCIALIZADORA MAPY LIMITADA",
            "role": "ancla"
          },
          {
            "id": "d970852d-fee6-47a0-9267-4100803a9361",
            "kind": "institucion_publica",
            "name": "JUNTA NACIONAL DE JARDINES         INFANTILES",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 10638400.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2024-12-18",
            "monto": 3451000.0,
            "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=1057384-1024-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-04-25",
            "monto": 928200.0,
            "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=1057774-8-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-23",
            "monto": 3781701.0,
            "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=1057384-454-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-29",
            "monto": 452200.0,
            "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=1057774-16-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-28",
            "monto": 861560.0,
            "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=1057774-17-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-07",
            "monto": 178500.0,
            "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=1057774-18-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-10",
            "monto": 128520.0,
            "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=2086-15-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-10",
            "monto": 108000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2086-5-L126",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b13e74cd-2c3c-4c90-8f74-b34709f59840",
            "kind": "empresa",
            "name": "COMERCIALIZADORA MAPY LIMITADA",
            "role": "ancla"
          },
          {
            "id": "80a4d6c9-51c1-4061-a20f-d806bcc0821b",
            "kind": "institucion_publica",
            "name": "SERVICIO DE SALUD ANTOFAGASTA HOSPITAL M",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 9889681.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-11-13",
            "monto": 1536290.0,
            "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=1417913-435-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-30",
            "monto": 4783800.0,
            "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=1417913-773-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-01-20",
            "monto": 821100.0,
            "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=1417913-41-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-26",
            "monto": 180000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1417913-41-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b13e74cd-2c3c-4c90-8f74-b34709f59840",
            "kind": "empresa",
            "name": "COMERCIALIZADORA MAPY LIMITADA",
            "role": "ancla"
          },
          {
            "id": "b4a621a3-2f1a-4260-a785-0a261631527f",
            "kind": "institucion_publica",
            "name": "CORP MUNICIPAL DE DESARROLLO SOCIAL DE IQUIQUE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 7321190.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2026-07-02",
            "monto": 3100000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4857-34-L126",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-07-02",
            "monto": 3689000.0,
            "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=4857-386-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b13e74cd-2c3c-4c90-8f74-b34709f59840",
            "kind": "empresa",
            "name": "COMERCIALIZADORA MAPY LIMITADA",
            "role": "ancla"
          },
          {
            "id": "a862f93e-ce91-4896-89a2-792f0f738c9e",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE TIRUA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 6789000.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2026-04-28",
            "monto": 2142000.0,
            "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=4469-234-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-30",
            "monto": 1765000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4469-114-L126",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-07-06",
            "monto": 150000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4469-136-L126",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-30",
            "monto": 2100350.0,
            "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=4469-550-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b13e74cd-2c3c-4c90-8f74-b34709f59840",
            "kind": "empresa",
            "name": "COMERCIALIZADORA MAPY LIMITADA",
            "role": "ancla"
          },
          {
            "id": "23baf5d8-4d8f-4fd7-9ae5-143ca12cd8e5",
            "kind": "institucion_publica",
            "name": "UNIVERSIDAD DE PLAYA ANCHA DE CIENCIAS DE LA EDUCACION",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 6157350.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-08-18",
            "monto": 605.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5349-55-L125",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-18",
            "monto": 714000.0,
            "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=5349-1651-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-20",
            "monto": 3236800.0,
            "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=5349-2202-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-11",
            "monto": 1190000.0,
            "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=5349-2614-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b13e74cd-2c3c-4c90-8f74-b34709f59840",
            "kind": "empresa",
            "name": "COMERCIALIZADORA MAPY LIMITADA",
            "role": "ancla"
          },
          {
            "id": "cf903f25-cf2c-416b-bcfb-3994131e8551",
            "kind": "institucion_publica",
            "name": "Hospital Provincial del Huasco Monseñor Fernando Ariztia Ruiz",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 5141405.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-04-25",
            "monto": 4596970.0,
            "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=3325-34-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-07-06",
            "monto": 207.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2981-146-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b13e74cd-2c3c-4c90-8f74-b34709f59840",
            "kind": "empresa",
            "name": "COMERCIALIZADORA MAPY LIMITADA",
            "role": "ancla"
          },
          {
            "id": "5057cbee-9883-43c9-9c9a-38bde7ea863b",
            "kind": "institucion_publica",
            "name": "POLICIA DE INVESTIGACIONES DE CHILE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 4597177.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2026-07-02",
            "monto": 1624010.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5147-29-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-07-03",
            "monto": 1931370.0,
            "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=5147-190-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b13e74cd-2c3c-4c90-8f74-b34709f59840",
            "kind": "empresa",
            "name": "COMERCIALIZADORA MAPY LIMITADA",
            "role": "ancla"
          },
          {
            "id": "f4ec88b5-466e-4906-b2f5-a9b4b613870c",
            "kind": "institucion_publica",
            "name": "SERVICIO DE SALUD VALPARAISO SAN ANTONIO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 3555380.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2026-06-18",
            "monto": 1172148.0,
            "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=1079596-112-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-18",
            "monto": 984999.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1079596-23-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b13e74cd-2c3c-4c90-8f74-b34709f59840",
            "kind": "empresa",
            "name": "COMERCIALIZADORA MAPY LIMITADA",
            "role": "ancla"
          },
          {
            "id": "6eff44b2-2ebd-4f59-90ad-937e4abd79ff",
            "kind": "institucion_publica",
            "name": "DIRECCION DE LOGISTICA DE CARABINEROS",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2157147.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 89,
        "monto": 515740660.0,
        "share": 0.8315768148509103
      },
      "periodo": {
        "desde": "2023-06-13",
        "hasta": "2026-07-18"
      },
      "monto_total": 620196055.0,
      "n_contratos": 154,
      "serie_anual": [
        {
          "anio": 2023,
          "monto": 51122121.0
        },
        {
          "anio": 2024,
          "monto": 79992166.0
        },
        {
          "anio": 2025,
          "monto": 280436165.0
        },
        {
          "anio": 2026,
          "monto": 208645603.0
        }
      ],
      "td_conocidos": 131,
      "n_contrapartes": 92,
      "n_trato_directo": 1,
      "top_contrapartes": [
        {
          "id": "3be9c4c3-2150-4b22-b3c7-fd8c4213f93d",
          "name": "ILUSTRE MUNICIPALIDAD DE MEJILLONES",
          "monto": 36049860.0,
          "share": 0.058126554835954254
        },
        {
          "id": "b7fef299-3a93-4006-abbc-9e6eb7ea0426",
          "name": "Comisión Nacional de Investigación Científica y Tecnológicas - CONICYT",
          "monto": 35770975.0,
          "share": 0.05767688251419142
        },
        {
          "id": "49e19694-4887-4b50-bd66-48f9bab8cd6a",
          "name": "Universidad de la Frontera",
          "monto": 32634560.0,
          "share": 0.052619747798943996
        }
      ],
      "pct_trato_directo": 0.007633587786259542
    },
    "senales": [
      "1 de sus 131 contratos con dato fueron por trato directo (1%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}