{
  "id": "bbc2af91-93c8-421e-bedd-c76c0749ed6c",
  "kind": "empresa",
  "canonical_name": "GRUPO MARKETING DIGITAL SPA",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "77694185-9"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 201,
      "monto_sum": 1522697293.0,
      "groups": [
        {
          "other": {
            "id": "ac9e01c5-a89f-4c37-9a29-1fadf1249675",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE EDUCACION PUBLICA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 310843470.0,
          "date_min": "2025-01-21",
          "date_max": "2025-08-04",
          "sample": [
            {
              "date": "2025-06-06",
              "monto": 125262970.0,
              "date_to": "2025-06-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=592-33-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-01-21",
              "monto": 126140000.0,
              "date_to": "2025-01-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=592-143-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c6e5174d-5cdf-46ce-8e99-02569d03ff54",
            "kind": "institucion_publica",
            "canonical_name": "FUNDACION EDUCACIONAL PARA EL DESAROLLO INTEGRAL DE LA NIÑEZ"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 230267078.0,
          "date_min": "2023-11-30",
          "date_max": "2026-03-05",
          "sample": [
            {
              "date": "2025-08-19",
              "monto": 62787037.0,
              "date_to": "2025-08-19",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=593951-26-LR25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-09-26",
              "monto": 65415577.0,
              "date_to": "2025-09-26",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=593951-26-R125",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-11-30",
              "monto": 14863100.0,
              "date_to": "2023-11-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=593951-510-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-10-03",
              "monto": 4556272.0,
              "date_to": "2024-10-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=593951-353-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-11-14",
              "monto": 3036376.0,
              "date_to": "2025-11-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=593951-586-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-11-14",
              "monto": 77844536.0,
              "date_to": "2025-11-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=593951-664-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-03-05",
              "monto": 1764180.0,
              "date_to": "2026-03-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=593951-82-AG26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5fdc4f40-20ee-45a5-822f-b6609e7cc198",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE CHILE - Gerencia Comercial y Marketing Hospital"
          },
          "direction": "in",
          "count": 20,
          "monto_sum": 136721750.0,
          "date_min": "2023-08-02",
          "date_max": "2026-06-10",
          "sample": [
            {
              "date": "2024-12-27",
              "monto": 587860.0,
              "date_to": "2024-12-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5603-313-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-12-01",
              "monto": 294525.0,
              "date_to": "2023-12-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5756-841-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-04-15",
              "monto": 2806020.0,
              "date_to": "2026-04-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5684-207-TD26",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-01-03",
              "monto": 2521907.0,
              "date_to": "2024-01-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5543-2-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-08-02",
              "monto": 38481360.0,
              "date_to": "2023-08-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5539-220-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-01-22",
              "monto": 4084080.0,
              "date_to": "2025-01-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5455-7-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-11-11",
              "monto": 1241765.0,
              "date_to": "2025-11-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5598-54-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-11-06",
              "monto": 52000620.0,
              "date_to": "2025-11-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5684-561-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-06-03",
              "monto": 1929585.0,
              "date_to": "2026-06-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5485-367-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-12-19",
              "monto": 1240575.0,
              "date_to": "2023-12-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5523-149-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2bfc9c6b-4826-48e5-a179-564e9f84964a",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DEL PATRIMONIO CULTURAL"
          },
          "direction": "in",
          "count": 16,
          "monto_sum": 129104291.0,
          "date_min": "2024-05-27",
          "date_max": "2026-06-15",
          "sample": [
            {
              "date": "2026-06-10",
              "monto": 25008000.0,
              "date_to": "2026-06-10",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4447-4-LE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-06-15",
              "monto": 1460100.0,
              "date_to": "2026-06-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4447-36-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-09-13",
              "monto": 6461700.0,
              "date_to": "2024-09-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4447-73-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-07-11",
              "monto": 1106700.0,
              "date_to": "2024-07-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=950753-12-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-04-11",
              "monto": 1381590.0,
              "date_to": "2025-04-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=950753-3-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-06-15",
              "monto": 2271710.0,
              "date_to": "2026-06-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4447-35-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-10-03",
              "monto": 1015308.0,
              "date_to": "2024-10-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=950753-35-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-05-15",
              "monto": 5128900.0,
              "date_to": "2026-05-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1320308-10-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-06-15",
              "monto": 2271710.0,
              "date_to": "2026-06-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4447-32-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-10-25",
              "monto": 1177624.0,
              "date_to": "2024-10-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=950753-43-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c6f4adfb-d7b6-46c9-b1e7-654a008776a8",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE SANTIAGO DE CHILE"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 99985416.0,
          "date_min": "2023-05-31",
          "date_max": "2025-06-05",
          "sample": [
            {
              "date": "2024-12-10",
              "monto": 1133237.0,
              "date_to": "2024-12-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=564162-1974-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-11-26",
              "monto": 54991921.0,
              "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=5067-3706-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-04-30",
              "monto": 1904666.0,
              "date_to": "2024-04-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=867990-141-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-05-31",
              "monto": 3743145.0,
              "date_to": "2023-05-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-1185-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5910dbfc-ab61-412a-976d-cd6bdcb9a166",
            "kind": "institucion_publica",
            "canonical_name": "SECRETARIA REGIONAL DE PLANIFICACION Y COORDINACION METROPOLITANA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 91626430.0,
          "date_min": "2024-10-25",
          "date_max": "2024-11-20",
          "sample": [
            {
              "date": "2024-10-25",
              "monto": 47144230.0,
              "date_to": "2024-10-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1067455-169-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-11-20",
              "monto": 44482200.0,
              "date_to": "2024-11-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1067455-122-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "eec98cdd-2a04-4ee8-a817-63a47046de04",
            "kind": "institucion_publica",
            "canonical_name": "Corporación del Deporte e Inclusión Social de la Ilustre Municipalidad de Cerro Navia"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 52555636.0,
          "date_min": "2023-08-01",
          "date_max": "2025-11-06",
          "sample": [
            {
              "date": "2025-11-06",
              "monto": 21407267.0,
              "date_to": "2025-11-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233664-153-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-09-27",
              "monto": 25699359.0,
              "date_to": "2024-09-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233664-139-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "38e4e62b-a31f-404e-912b-532131f2af08",
            "kind": "institucion_publica",
            "canonical_name": "Universidad Tecnológica Metropolitana"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 47086383.0,
          "date_min": "2024-05-02",
          "date_max": "2026-07-10",
          "sample": [
            {
              "date": "2026-07-10",
              "monto": 23979000.0,
              "date_to": "2026-07-10",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5251-40-LE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-10-22",
              "monto": 7137977.0,
              "date_to": "2025-10-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5251-1919-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-05-02",
              "monto": 722710.0,
              "date_to": "2024-05-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5251-451-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-18",
              "monto": 4033386.0,
              "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=5251-1399-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "04b05d02-03dc-49d0-bd17-740d7daf53ea",
            "kind": "institucion_publica",
            "canonical_name": "TRIBUNAL CONSTITUCIONAL"
          },
          "direction": "in",
          "count": 12,
          "monto_sum": 46520467.0,
          "date_min": "2023-09-21",
          "date_max": "2026-02-24",
          "sample": [
            {
              "date": "2026-02-24",
              "monto": 801822.0,
              "date_to": "2026-02-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5911-37-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-09-21",
              "monto": 1785000.0,
              "date_to": "2023-09-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5911-232-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-03-04",
              "monto": 5951428.0,
              "date_to": "2025-03-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5911-49-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-11-07",
              "monto": 4299470.0,
              "date_to": "2023-11-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5911-300-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-04-16",
              "monto": 2385117.0,
              "date_to": "2025-04-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5911-92-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-10-11",
              "monto": 700910.0,
              "date_to": "2024-10-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5911-258-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-05-13",
              "monto": 3713014.0,
              "date_to": "2025-05-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5911-113-TD25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9f021b0a-5f98-4780-8fbe-efa05a379454",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE LA SERENA - Direccion de Extension [INHABILITADO PARA CONTRATAR CON EL ESTADO]"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 34077137.0,
          "date_min": "2024-08-20",
          "date_max": "2026-03-06",
          "sample": [
            {
              "date": "2024-11-15",
              "monto": 10924497.0,
              "date_to": "2024-11-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1232565-576-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-03-06",
              "monto": 4051950.0,
              "date_to": "2026-03-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5416-90-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-08-20",
              "monto": 2879800.0,
              "date_to": "2024-08-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1232565-336-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "aca3c6d6-a6f9-4c21-a769-e4f2c111ed76",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DE REDES ASISTENCIALES"
          },
          "direction": "in",
          "count": 12,
          "monto_sum": 31312208.0,
          "date_min": "2023-11-22",
          "date_max": "2024-12-06",
          "sample": [
            {
              "date": "2024-05-06",
              "monto": 223244.0,
              "date_to": "2024-05-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=757-507-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-03-22",
              "monto": 1499400.0,
              "date_to": "2024-03-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=757-294-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-12-21",
              "monto": 17747184.0,
              "date_to": "2023-12-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=924-878-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-12-22",
              "monto": 35224.0,
              "date_to": "2023-12-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=757-2351-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-04-29",
              "monto": 104125.0,
              "date_to": "2024-04-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=757-474-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-11-22",
              "monto": 5948191.0,
              "date_to": "2023-11-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=757-2040-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "37f3abb1-08cd-4881-9a81-c60f15e32b57",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE LA VIVIENDA Y URBANISMO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 27727000.0,
          "date_min": "2026-04-14",
          "date_max": "2026-04-14",
          "sample": [
            {
              "date": "2026-04-14",
              "monto": 27727000.0,
              "date_to": "2026-04-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=587-166-SE26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1b1c226c-24b4-407c-b2dc-aca82ed01c31",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARÍA DE LAS CULTURAS Y LAS ARTES"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 22925006.0,
          "date_min": "2024-11-08",
          "date_max": "2025-08-22",
          "sample": [
            {
              "date": "2025-08-19",
              "monto": 10207000.0,
              "date_to": "2025-08-19",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1725-131-LE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-11-08",
              "monto": 571676.0,
              "date_to": "2024-11-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1725-1595-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-22",
              "monto": 12146330.0,
              "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=1725-5300-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2cd01477-594c-4910-aa9a-2b32826ccc8d",
            "kind": "institucion_publica",
            "canonical_name": "SERV SALUD METROPOLITANO CENTRAL HOSPITAL CLINICO SAN BORJA ARRIARAN"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 22910243.0,
          "date_min": "2024-03-21",
          "date_max": "2026-06-23",
          "sample": [
            {
              "date": "2026-02-11",
              "monto": 230031.0,
              "date_to": "2026-02-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057049-12240-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-08-22",
              "monto": 1.0,
              "date_to": "2024-08-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057049-7628-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-03-21",
              "monto": 6443850.0,
              "date_to": "2024-03-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057049-2775-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-04-23",
              "monto": 3531087.0,
              "date_to": "2026-04-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057049-11830-TD26",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-06-23",
              "monto": 2072385.0,
              "date_to": "2026-06-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057049-15916-TD26",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-06-19",
              "monto": 1169770.0,
              "date_to": "2024-06-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057049-5803-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b97474ca-f66f-445e-95fe-4e99e8281c9c",
            "kind": "institucion_publica",
            "canonical_name": "SECRETARIA REGIONAL MINISTERIAL DE BIENES NACIONALES XI REGION"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 17627470.0,
          "date_min": "2025-12-10",
          "date_max": "2025-12-17",
          "sample": [
            {
              "date": "2025-12-17",
              "monto": 3503360.0,
              "date_to": "2025-12-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3553-650-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5a309184-c4aa-4fd2-9cd3-e1f7ea0cb30e",
            "kind": "institucion_publica",
            "canonical_name": "AGENCIA DE CALIDAD DE LA EDUCACION"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 16397248.0,
          "date_min": "2024-06-07",
          "date_max": "2025-10-09",
          "sample": [
            {
              "date": "2025-10-09",
              "monto": 9996000.0,
              "date_to": "2025-10-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=721703-569-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b5f10755-eae1-4f0e-8966-7bd6079592d3",
            "kind": "institucion_publica",
            "canonical_name": "Biblioteca del Congreso Nacional"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 14346164.0,
          "date_min": "2025-09-11",
          "date_max": "2026-06-11",
          "sample": []
        },
        {
          "other": {
            "id": "ff60a8a3-cf69-46a5-9f46-a7cb8eca2cb8",
            "kind": "institucion_publica",
            "canonical_name": "Instituto Nacional de Estadísticas - INE"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 12821417.0,
          "date_min": "2023-08-07",
          "date_max": "2023-08-07",
          "sample": [
            {
              "date": "2023-08-07",
              "monto": 12821417.0,
              "date_to": "2023-08-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=14-511-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "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": 1,
          "monto_sum": 11328800.0,
          "date_min": "2025-08-20",
          "date_max": "2025-08-20",
          "sample": []
        },
        {
          "other": {
            "id": "8f555182-2d5a-433f-ba21-dc738f96afe9",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL PATRIMONIO CULTURAL"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 8417941.0,
          "date_min": "2024-07-05",
          "date_max": "2025-10-07",
          "sample": [
            {
              "date": "2024-09-13",
              "monto": 1899954.0,
              "date_to": "2024-09-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1029940-112-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-07-05",
              "monto": 1177981.0,
              "date_to": "2024-07-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1029940-88-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "99433943-1cb5-434d-be42-1a72f7d01644",
            "kind": "institucion_publica",
            "canonical_name": "Instituto de Seguridad Laboral - ISL"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 8213597.0,
          "date_min": "2023-10-25",
          "date_max": "2023-12-28",
          "sample": [
            {
              "date": "2023-10-25",
              "monto": 1066716.0,
              "date_to": "2023-10-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1778-435-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-12-18",
              "monto": 889882.0,
              "date_to": "2023-12-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1778-539-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9f39e709-5692-4a13-ab04-3003bea0afdd",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO ELECTORAL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 7999299.0,
          "date_min": "2025-02-10",
          "date_max": "2025-02-10",
          "sample": []
        },
        {
          "other": {
            "id": "982dc4dc-98b5-4d2d-819d-da0b7a4aad10",
            "kind": "institucion_publica",
            "canonical_name": "universidad de atacama"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 7889700.0,
          "date_min": "2024-06-19",
          "date_max": "2024-06-19",
          "sample": []
        },
        {
          "other": {
            "id": "49e19694-4887-4b50-bd66-48f9bab8cd6a",
            "kind": "institucion_publica",
            "canonical_name": "Universidad de la Frontera"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 7845551.0,
          "date_min": "2024-08-22",
          "date_max": "2026-05-07",
          "sample": [
            {
              "date": "2025-01-27",
              "monto": 643314.0,
              "date_to": "2025-01-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-247-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-01-14",
              "monto": 999957.0,
              "date_to": "2026-01-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-103-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-05-07",
              "monto": 2056320.0,
              "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=5586-1219-AG26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "656db778-c696-4a72-8513-e6db74602035",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE QUINTA NORMAL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 6902000.0,
          "date_min": "2025-04-17",
          "date_max": "2025-04-17",
          "sample": []
        },
        {
          "other": {
            "id": "7c12cb34-d186-48de-be67-141f2f3c4416",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE RELACION"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 6875820.0,
          "date_min": "2025-11-19",
          "date_max": "2025-11-19",
          "sample": []
        },
        {
          "other": {
            "id": "23baf5d8-4d8f-4fd7-9ae5-143ca12cd8e5",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE PLAYA ANCHA DE CIENCIAS DE LA EDUCACION"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 6636630.0,
          "date_min": "2025-09-10",
          "date_max": "2026-06-19",
          "sample": [
            {
              "date": "2025-09-10",
              "monto": 2368100.0,
              "date_to": "2025-09-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4469-834-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-05-19",
              "monto": 1884960.0,
              "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=4469-327-SE26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "bc164825-7925-4e4f-a9af-0eddfa302a54",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE PREVENCIÓN Y RESPUESTA ANTE DESASTRES"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 6468364.0,
          "date_min": "2024-05-03",
          "date_max": "2025-06-12",
          "sample": [
            {
              "date": "2024-05-03",
              "monto": 1282344.0,
              "date_to": "2024-05-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=758-347-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-06-12",
              "monto": 2629900.0,
              "date_to": "2025-06-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=758-480-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-06-24",
              "monto": 2556120.0,
              "date_to": "2024-06-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=758-470-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9dfd1844-119d-4528-b6e3-10d05a796558",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CONCHALI"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 5533500.0,
          "date_min": "2024-04-02",
          "date_max": "2025-03-21",
          "sample": [
            {
              "date": "2024-04-02",
              "monto": 3570000.0,
              "date_to": "2024-04-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2296-189-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ea469193-2f3f-4c1b-b011-7d136e85ff71",
            "kind": "institucion_publica",
            "canonical_name": "Comisión Nacional de Acreditación - CNA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 5280625.0,
          "date_min": "2025-03-13",
          "date_max": "2025-03-13",
          "sample": []
        },
        {
          "other": {
            "id": "7ab772cb-c0d5-4a61-b99f-2fff6dafc2c8",
            "kind": "institucion_publica",
            "canonical_name": "Corporación Nacional Forestal - CONAF"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 5105100.0,
          "date_min": "2023-12-26",
          "date_max": "2023-12-26",
          "sample": []
        },
        {
          "other": {
            "id": "525cc813-368a-4e53-8646-62108d244be4",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MELIPILLA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 4723110.0,
          "date_min": "2023-06-27",
          "date_max": "2023-06-27",
          "sample": [
            {
              "date": "2023-06-27",
              "monto": 4723110.0,
              "date_to": "2023-06-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2674-894-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8a55ceaa-a007-4b80-8720-1ec5059d4afa",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE EDUCACION PUBLICA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 4403952.0,
          "date_min": "2025-12-04",
          "date_max": "2025-12-04",
          "sample": []
        },
        {
          "other": {
            "id": "3df59d72-0b9a-49d9-a6f6-a5b4aa9f7d78",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DEL PATRIMONIO CULTURAL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 4238185.0,
          "date_min": "2024-11-12",
          "date_max": "2024-11-12",
          "sample": [
            {
              "date": "2024-11-12",
              "monto": 4238185.0,
              "date_to": "2024-11-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1217466-129-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "47f06eaa-8ff8-415d-984a-5bff26de4c51",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO AGRICOLA Y GANADERO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 4080895.0,
          "date_min": "2024-01-16",
          "date_max": "2024-01-16",
          "sample": [
            {
              "date": "2024-01-16",
              "monto": 4080895.0,
              "date_to": "2024-01-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=612-23-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "89452294-fd71-46e3-845a-b000355dbf28",
            "kind": "institucion_publica",
            "canonical_name": "Corporación de Desarrollo de La Reina"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3839951.0,
          "date_min": "2025-10-20",
          "date_max": "2025-10-20",
          "sample": [
            {
              "date": "2025-10-20",
              "monto": 3839951.0,
              "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=1221016-577-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8e2ba69d-29ce-4650-92df-2774c7ec3ab4",
            "kind": "institucion_publica",
            "canonical_name": "Universidad de Los Lagos - Sede Coyhaique"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 3837988.0,
          "date_min": "2023-10-02",
          "date_max": "2024-01-05",
          "sample": [
            {
              "date": "2024-01-05",
              "monto": 2475438.0,
              "date_to": "2024-01-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5413-7-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "49e11ceb-e296-4220-b612-0d04d1890354",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE BIENESTAR SERVICIO SALUD ACONCAGUA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3748500.0,
          "date_min": "2025-01-08",
          "date_max": "2025-01-08",
          "sample": [
            {
              "date": "2025-01-08",
              "monto": 3748500.0,
              "date_to": "2025-01-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2200-589-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "38d69458-a5ab-453e-80fa-acb5404c7b6a",
            "kind": "institucion_publica",
            "canonical_name": "CORP DE DESARROLLO SOCIAL DE PROVIDENCIA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 3488865.0,
          "date_min": "2023-09-11",
          "date_max": "2023-11-29",
          "sample": [
            {
              "date": "2023-11-29",
              "monto": 530740.0,
              "date_to": "2023-11-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=552975-882-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-11-14",
              "monto": 484948.0,
              "date_to": "2023-11-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=552975-792-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-09-11",
              "monto": 986153.0,
              "date_to": "2023-09-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=552975-508-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9529ec8e-d66a-448f-8152-81961ec62e12",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Quintero"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3448620.0,
          "date_min": "2025-03-04",
          "date_max": "2025-03-04",
          "sample": [
            {
              "date": "2025-03-04",
              "monto": 3448620.0,
              "date_to": "2025-03-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1202333-45-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "81e2f96a-e71a-45b6-9f35-8fab0c559a0b",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 3143980.0,
          "date_min": "2024-10-16",
          "date_max": "2024-10-21",
          "sample": [
            {
              "date": "2024-10-21",
              "monto": 1644580.0,
              "date_to": "2024-10-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=634-888-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8c132584-0918-452b-a118-8b8930bed084",
            "kind": "institucion_publica",
            "canonical_name": "FUNDACION MUNICIPAL DE CULTURA DE PROVIDENCIA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3141600.0,
          "date_min": "2026-04-03",
          "date_max": "2026-04-03",
          "sample": [
            {
              "date": "2026-04-03",
              "monto": 3141600.0,
              "date_to": "2026-04-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1238167-107-AG26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c27e0d10-3f96-460c-b881-4fbe072caa22",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LAS CONDES"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3098760.0,
          "date_min": "2024-11-04",
          "date_max": "2024-11-04",
          "sample": []
        },
        {
          "other": {
            "id": "d7a63bb3-9c53-45a2-ab9e-9b2406f42abd",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CERRILLOS"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3010700.0,
          "date_min": "2023-04-18",
          "date_max": "2023-04-18",
          "sample": [
            {
              "date": "2023-04-18",
              "monto": 3010700.0,
              "date_to": "2023-04-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=324-239-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5826b194-9e54-4464-877c-482091c41e95",
            "kind": "institucion_publica",
            "canonical_name": "CORP MUNICIPAL DE RENCA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2446937.0,
          "date_min": "2024-03-08",
          "date_max": "2024-06-21",
          "sample": [
            {
              "date": "2024-03-08",
              "monto": 2244637.0,
              "date_to": "2024-03-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-121-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a267e075-5e19-411e-9de5-0001984a31bc",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE ANTOFAGASTA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2393566.0,
          "date_min": "2025-01-14",
          "date_max": "2025-01-14",
          "sample": [
            {
              "date": "2025-01-14",
              "monto": 2393566.0,
              "date_to": "2025-01-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4291-67-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4206e6b6-911d-4afe-a0f0-c0e89c21cd1c",
            "kind": "institucion_publica",
            "canonical_name": "FUNDACION TEATRO MUNICIPAL DE LAS CONDES"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2364827.0,
          "date_min": "2025-07-02",
          "date_max": "2026-07-03",
          "sample": [
            {
              "date": "2026-07-03",
              "monto": 1091527.0,
              "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=1271436-45-AG26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "962ab49f-8415-4e74-beda-d397b6e49898",
            "kind": "institucion_publica",
            "canonical_name": "FONDO HOSPITAL DE LA DIRECCION DE PREVISION DE CARABINEROS DE CHILE"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2359770.0,
          "date_min": "2025-09-10",
          "date_max": "2025-09-10",
          "sample": [
            {
              "date": "2025-09-10",
              "monto": 2359770.0,
              "date_to": "2025-09-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=598-256-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7333f660-2e6e-4067-a862-cab34e3f8d96",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Padre Hurtado"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2272840.0,
          "date_min": "2024-04-08",
          "date_max": "2026-03-24",
          "sample": [
            {
              "date": "2024-04-08",
              "monto": 959080.0,
              "date_to": "2024-04-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3825-88-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d18e4438-173d-4a9b-8522-783b0e57145f",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DE REDES ASISTENCIALES"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 2187577.0,
          "date_min": "2023-09-04",
          "date_max": "2024-05-30",
          "sample": [
            {
              "date": "2023-09-04",
              "monto": 44982.0,
              "date_to": "2023-09-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4127-712-AG23",
              "source_name": "chilecompra"
            }
          ]
        }
      ],
      "rest": {
        "counterparties": 23,
        "count": 30,
        "monto_sum": 21114929.0
      }
    }
  },
  "card_updated_at": "2026-07-21T09:23:52.481236+00:00",
  "insights": {
    "stats": {
      "grado": 199,
      "monto_sum": 1497864468.0,
      "grado_pctl": 0.375,
      "monto_pctl": 0.7294429708222812,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-08-19",
            "monto": 62787037.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=593951-26-LR25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-26",
            "monto": 65415577.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=593951-26-R125",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-30",
            "monto": 14863100.0,
            "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=593951-510-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-10-03",
            "monto": 4556272.0,
            "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=593951-353-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-14",
            "monto": 3036376.0,
            "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=593951-586-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-14",
            "monto": 77844536.0,
            "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=593951-664-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-05",
            "monto": 1764180.0,
            "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=593951-82-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "bbc2af91-93c8-421e-bedd-c76c0749ed6c",
            "kind": "empresa",
            "name": "GRUPO MARKETING DIGITAL SPA",
            "role": "ancla"
          },
          {
            "id": "c6e5174d-5cdf-46ce-8e99-02569d03ff54",
            "kind": "institucion_publica",
            "name": "FUNDACION EDUCACIONAL PARA EL DESAROLLO INTEGRAL DE LA NIÑEZ",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 230267078.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-06-02",
            "monto": 3368176.0,
            "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=950753-4-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-05-27",
            "monto": 4040050.0,
            "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=950753-6-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-07-11",
            "monto": 1106700.0,
            "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=950753-12-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-13",
            "monto": 6461700.0,
            "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=4447-73-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-10-03",
            "monto": 1015308.0,
            "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=950753-35-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-10-25",
            "monto": 1177624.0,
            "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=950753-43-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-10-18",
            "monto": 1856400.0,
            "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=1108734-226-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-03-24",
            "monto": 2083095.0,
            "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=4853-15-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-04-11",
            "monto": 1381590.0,
            "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=950753-3-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-11",
            "monto": 68614210.0,
            "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=4447-113-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-06",
            "monto": 1859018.0,
            "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=950753-4-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-05-15",
            "monto": 5128900.0,
            "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=1320308-10-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-10",
            "monto": 25008000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4447-4-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-15",
            "monto": 1460100.0,
            "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=4447-36-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-15",
            "monto": 2271710.0,
            "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=4447-32-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-15",
            "monto": 2271710.0,
            "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=4447-35-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "bbc2af91-93c8-421e-bedd-c76c0749ed6c",
            "kind": "empresa",
            "name": "GRUPO MARKETING DIGITAL SPA",
            "role": "ancla"
          },
          {
            "id": "2bfc9c6b-4826-48e5-a179-564e9f84964a",
            "kind": "institucion_publica",
            "name": "SERVICIO NACIONAL DEL PATRIMONIO CULTURAL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 129104291.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-08-19",
            "monto": 10207000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1725-131-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-11-08",
            "monto": 571676.0,
            "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=1725-1595-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-22",
            "monto": 12146330.0,
            "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=1725-5300-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "bbc2af91-93c8-421e-bedd-c76c0749ed6c",
            "kind": "empresa",
            "name": "GRUPO MARKETING DIGITAL SPA",
            "role": "ancla"
          },
          {
            "id": "1b1c226c-24b4-407c-b2dc-aca82ed01c31",
            "kind": "institucion_publica",
            "name": "SUBSECRETARÍA DE LAS CULTURAS Y LAS ARTES",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 22925006.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 70,
        "monto": 844864995.0,
        "share": 0.5548476370739828
      },
      "periodo": {
        "desde": "2023-04-18",
        "hasta": "2026-07-10"
      },
      "monto_total": 1522697293.0,
      "n_contratos": 201,
      "serie_anual": [
        {
          "anio": 2023,
          "monto": 146353053.0
        },
        {
          "anio": 2024,
          "monto": 323426707.0
        },
        {
          "anio": 2025,
          "monto": 908656715.0
        },
        {
          "anio": 2026,
          "monto": 144260818.0
        }
      ],
      "td_conocidos": 196,
      "n_contrapartes": 73,
      "n_trato_directo": 95,
      "top_contrapartes": [
        {
          "id": "ac9e01c5-a89f-4c37-9a29-1fadf1249675",
          "name": "SUBSECRETARIA DEL MINISTERIO DE EDUCACION PUBLICA",
          "monto": 310843470.0,
          "share": 0.20414002929471287
        },
        {
          "id": "c6e5174d-5cdf-46ce-8e99-02569d03ff54",
          "name": "FUNDACION EDUCACIONAL PARA EL DESAROLLO INTEGRAL DE LA NIÑEZ",
          "monto": 230267078.0,
          "share": 0.15122314793528696
        },
        {
          "id": "5fdc4f40-20ee-45a5-822f-b6609e7cc198",
          "name": "UNIVERSIDAD DE CHILE - Gerencia Comercial y Marketing Hospital",
          "monto": 136721750.0,
          "share": 0.08978918569601739
        }
      ],
      "pct_trato_directo": 0.4846938775510204
    },
    "senales": [
      "95 de sus 196 contratos con dato fueron por trato directo (48%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}