{
  "id": "f5595ff1-5fc6-4265-af6b-a4b38e475e1f",
  "kind": "empresa",
  "canonical_name": "INGENIERIA, SOPORTE Y CADENA DE SUMINISTRO SPA",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "77025316-0"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 5382,
      "monto_sum": null,
      "groups": [
        {
          "other": {
            "id": "aca3c6d6-a6f9-4c21-a769-e4f2c111ed76",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DE REDES ASISTENCIALES"
          },
          "direction": "in",
          "count": 12,
          "monto_sum": null,
          "date_min": "2020-04-15",
          "date_max": "2025-06-30",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-30",
              "date_to": "2025-06-30",
              "monto": 1323280.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1746-117-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-11",
              "date_to": "2025-06-11",
              "monto": 121594.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1497-80-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2020-04-15",
              "date_to": "2020-04-15",
              "monto": 310375.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1656-124-SE20"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2020-04-22",
              "date_to": "2020-04-22",
              "monto": 213962.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1656-128-SE20"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2020-04-30",
              "date_to": "2020-04-30",
              "monto": 849350.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1656-132-SE20"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2020-05-25",
              "date_to": "2020-05-25",
              "monto": 464100.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1656-158-AG20"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2020-05-14",
              "date_to": "2020-05-14",
              "monto": 213843.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1656-150-SE20"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2020-06-02",
              "date_to": "2020-06-02",
              "monto": 92820.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1656-167-AG20"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2020-06-02",
              "date_to": "2020-06-02",
              "monto": 345100.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1656-168-AG20"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-06-25",
              "date_to": "2021-06-25",
              "monto": 184450.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1685-461-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "6f582050-fc77-44dc-b44c-b7be0bcfe27a",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO SALUD OCCIDENTE HOSPITAL DR FELIX BULNES CERDA"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": null,
          "date_min": "2021-05-28",
          "date_max": "2025-06-23",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-04",
              "date_to": "2025-06-04",
              "monto": 119000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1002772-10784-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-18",
              "date_to": "2025-06-18",
              "monto": 119000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5188-269-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-23",
              "date_to": "2025-06-23",
              "monto": 92106.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1002772-11279-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-17",
              "date_to": "2025-06-17",
              "monto": 223482.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1002772-10878-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-17",
              "date_to": "2025-06-17",
              "monto": 119000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1002772-10883-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-05-28",
              "date_to": "2021-05-28",
              "monto": 190400.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1002772-2213-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-06-07",
              "date_to": "2021-06-07",
              "monto": 1190000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1002772-2340-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-06-17",
              "date_to": "2021-06-17",
              "monto": 1309000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1002772-2529-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-06-17",
              "date_to": "2021-06-17",
              "monto": 285600.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1002772-2527-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-06-07",
              "date_to": "2021-06-07",
              "monto": 1380400.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1002772-2344-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "fed703c9-526c-4031-b13f-c6c39a7bb825",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud Metropolitano Occidente"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": null,
          "date_min": "2021-03-04",
          "date_max": "2021-05-28",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-03-25",
              "date_to": "2021-03-25",
              "monto": 1499400.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1144439-293-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-03-04",
              "date_to": "2021-03-04",
              "monto": 1456560.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1144439-200-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-03-10",
              "date_to": "2021-03-10",
              "monto": 1480836.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1144439-222-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-03-18",
              "date_to": "2021-03-18",
              "monto": 1499400.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1144439-275-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-05-28",
              "date_to": "2021-05-28",
              "monto": 1547000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1144439-751-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-05-28",
              "date_to": "2021-05-28",
              "monto": 1516238.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1144439-744-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-05-28",
              "date_to": "2021-05-28",
              "monto": 1516238.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1144439-747-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-05-28",
              "date_to": "2021-05-28",
              "monto": 1498400.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1144439-746-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "5eb0dcfd-1784-4a03-8b7a-edbda573b46e",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE SALUD HOSPITAL DE CORONEL"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": null,
          "date_min": "2021-05-12",
          "date_max": "2025-06-05",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-05",
              "date_to": "2025-06-05",
              "monto": 195160.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057429-5939-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-05-12",
              "date_to": "2021-05-12",
              "monto": 589050.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057429-916-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-06-16",
              "date_to": "2021-06-16",
              "monto": 214200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057429-1174-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-07-22",
              "date_to": "2021-07-22",
              "monto": 1338750.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057429-1491-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-07-19",
              "date_to": "2021-07-19",
              "monto": 1160250.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057429-1473-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-08-10",
              "date_to": "2021-08-10",
              "monto": 404600.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057429-1657-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "6cf81a9f-6c69-43dc-b3ce-db775170fef3",
            "kind": "institucion_publica",
            "canonical_name": "Complejo Asistencial Dr. Victor Ríos Ruíz"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": null,
          "date_min": "2021-05-28",
          "date_max": "2025-06-26",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-26",
              "date_to": "2025-06-26",
              "monto": 119000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057417-21642-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-04",
              "date_to": "2025-06-04",
              "monto": 614635.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057417-20824-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-05-28",
              "date_to": "2021-05-28",
              "monto": 172550.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057417-4575-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-06-30",
              "date_to": "2021-06-30",
              "monto": 1213800.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057417-5437-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-07-06",
              "date_to": "2021-07-06",
              "monto": 202300.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057417-5566-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-07-27",
              "date_to": "2021-07-27",
              "monto": 1382780.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057417-6224-SE21"
            }
          ]
        },
        {
          "other": {
            "id": "3590d37a-7e73-44c8-bc52-700c6b7bd793",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD VINA DEL MAR QUILLOTA"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": null,
          "date_min": "2021-07-21",
          "date_max": "2025-06-26",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-19",
              "date_to": "2025-06-19",
              "monto": 6876705.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1704-3328-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-26",
              "date_to": "2025-06-26",
              "monto": 154700.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1704-3490-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-16",
              "date_to": "2025-06-16",
              "monto": 3353420.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1704-3223-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-24",
              "date_to": "2025-06-24",
              "monto": 1201900.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1704-3394-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-07-21",
              "date_to": "2021-07-21",
              "monto": 121380.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1704-2059-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "a4f8b8b4-60bd-4d4f-9a6e-3934a027efdc",
            "kind": "institucion_publica",
            "canonical_name": "HOSPITAL CLINICO HERMINDA MARTIN"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": null,
          "date_min": "2021-05-12",
          "date_max": "2021-08-31",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-05-12",
              "date_to": "2021-05-12",
              "monto": 178500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057509-3997-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-06-10",
              "date_to": "2021-06-10",
              "monto": 242760.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057509-4892-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-07-12",
              "date_to": "2021-07-12",
              "monto": 235620.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057509-5886-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-07-12",
              "date_to": "2021-07-12",
              "monto": 706860.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057509-5887-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-08-31",
              "date_to": "2021-08-31",
              "monto": 373564.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057509-7565-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "864a26e5-f4a5-4e8f-b396-e987883f3aa3",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD ANTOFAGASTA HOSP C CIS"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": null,
          "date_min": "2021-06-01",
          "date_max": "2025-06-26",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-26",
              "date_to": "2025-06-26",
              "monto": 119000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2215-1038-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-26",
              "date_to": "2025-06-26",
              "monto": 714000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2215-1049-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-26",
              "date_to": "2025-06-26",
              "monto": 119000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2215-1037-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-06-01",
              "date_to": "2021-06-01",
              "monto": 416500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2215-1660-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "dbd0b9f8-66d3-4c1e-84a0-6aee8dd2c91d",
            "kind": "institucion_publica",
            "canonical_name": "HOSPITAL ADRIANA COUSINO DE QUINTERO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": null,
          "date_min": "2021-02-05",
          "date_max": "2025-06-27",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-04",
              "date_to": "2025-06-04",
              "monto": 2741522.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1705-333-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-27",
              "date_to": "2025-06-27",
              "monto": 119095.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1705-391-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-02-05",
              "date_to": "2021-02-05",
              "monto": 142788.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1705-85-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-03-15",
              "date_to": "2021-03-15",
              "monto": 279638.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1705-243-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "f987f982-3529-49c4-b0e4-9a3110c1e44e",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE SALUD HOSPITAL DE LEBU"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": null,
          "date_min": "2021-02-16",
          "date_max": "2021-06-11",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-02-16",
              "date_to": "2021-02-16",
              "monto": 1588638.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2102-129-SE21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-03-15",
              "date_to": "2021-03-15",
              "monto": 399828.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2102-232-SE21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-06-11",
              "date_to": "2021-06-11",
              "monto": 1056720.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2102-637-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-06-11",
              "date_to": "2021-06-11",
              "monto": 1499400.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2102-636-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "df0b978e-324d-4ad4-a2c9-4e9289790645",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SANTIAGO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": null,
          "date_min": "2021-02-17",
          "date_max": "2021-03-15",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-02-17",
              "date_to": "2021-02-17",
              "monto": 320705.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2452-280-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-02-18",
              "date_to": "2021-02-18",
              "monto": 320705.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2452-288-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-03-15",
              "date_to": "2021-03-15",
              "monto": 1196854.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2452-398-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-03-01",
              "date_to": "2021-03-01",
              "monto": 296905.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2452-342-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "5bacb933-e741-490b-8e8c-cb3743e819bf",
            "kind": "institucion_publica",
            "canonical_name": "HOSPITAL CLINICO DE MAGALLANES DR. LAUTARO NAVARRO AVARIA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": null,
          "date_min": "2021-06-09",
          "date_max": "2025-06-12",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-11",
              "date_to": "2025-06-11",
              "monto": 61880.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057402-24463-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-12",
              "date_to": "2025-06-12",
              "monto": 41947.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057402-24528-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-06-09",
              "date_to": "2021-06-09",
              "monto": 278460.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057402-4817-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "cb311df1-c6f6-4d8c-89a9-bce7a623f942",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Diego de Almagro"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": null,
          "date_min": "2021-07-22",
          "date_max": "2025-06-24",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-24",
              "date_to": "2025-06-24",
              "monto": 1608880.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2914-76-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-24",
              "date_to": "2025-06-24",
              "monto": 1567468.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2914-77-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-07-22",
              "date_to": "2021-07-22",
              "monto": 220150.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2914-195-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "d3b456a4-16de-44d1-b25c-c3ee02e12be3",
            "kind": "institucion_publica",
            "canonical_name": "Municipalidad de lo barnechea"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": null,
          "date_min": "2025-06-17",
          "date_max": "2025-06-26",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-20",
              "date_to": "2025-06-20",
              "monto": 227800.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2735-812-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-17",
              "date_to": "2025-06-17",
              "monto": 132090.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2735-792-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-26",
              "date_to": "2025-06-26",
              "monto": 119000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2735-720-AG25"
            }
          ]
        },
        {
          "other": {
            "id": "6ae65b72-3722-437f-90fd-3b667a908f59",
            "kind": "institucion_publica",
            "canonical_name": "CENTRO ONCOLOGICO DEL NORTE"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": null,
          "date_min": "2025-06-16",
          "date_max": "2025-06-26",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-16",
              "date_to": "2025-06-16",
              "monto": 445774.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1077920-336-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-26",
              "date_to": "2025-06-26",
              "monto": 321300.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1077920-371-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-16",
              "date_to": "2025-06-16",
              "monto": 238000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1077920-343-SE25"
            }
          ]
        },
        {
          "other": {
            "id": "c601b28a-541e-4d09-9ab7-f32e27dd8f54",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD ANTOFAGASTA HOSPITAL L"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": null,
          "date_min": "2021-07-19",
          "date_max": "2025-06-10",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-10",
              "date_to": "2025-06-10",
              "monto": 130900.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2258-18583-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-07-19",
              "date_to": "2021-07-19",
              "monto": 166600.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2258-5278-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-07-29",
              "date_to": "2021-07-29",
              "monto": 476000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2258-5611-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "12bba402-9efe-48ce-a162-9719b8d01ce6",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE EL QUISCO"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": null,
          "date_min": "2021-06-25",
          "date_max": "2025-06-19",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-19",
              "date_to": "2025-06-19",
              "monto": 1049568.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3692-307-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-06-25",
              "date_to": "2021-06-25",
              "monto": 178500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3692-421-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-06-25",
              "date_to": "2021-06-25",
              "monto": 107100.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3692-419-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "b4013785-aa37-406f-895e-44402fae18cd",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Puerto Varas"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": null,
          "date_min": "2025-06-02",
          "date_max": "2025-06-26",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-09",
              "date_to": "2025-06-09",
              "monto": 1253465.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2854-705-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-02",
              "date_to": "2025-06-02",
              "monto": 119595.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2854-683-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-26",
              "date_to": "2025-06-26",
              "monto": 2958340.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2854-802-AG25"
            }
          ]
        },
        {
          "other": {
            "id": "7c8d55c2-303c-4c5b-8c72-bf12e9359f21",
            "kind": "institucion_publica",
            "canonical_name": "Hospital Padre Alberto Hurtado"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": null,
          "date_min": "2021-06-03",
          "date_max": "2025-06-10",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-10",
              "date_to": "2025-06-10",
              "monto": 159543.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057503-10462-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-06-03",
              "date_to": "2021-06-03",
              "monto": 285600.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057503-2255-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-08-17",
              "date_to": "2021-08-17",
              "monto": 79968.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057503-3180-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "cf55a78c-4f55-4697-9f5e-775e1ec0b8f0",
            "kind": "institucion_publica",
            "canonical_name": "I.Municipalidad de Mostazal"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": null,
          "date_min": "2019-12-21",
          "date_max": "2020-04-29",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-12-21",
              "date_to": "2019-12-21",
              "monto": 624571.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2678-769-SE19"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2020-03-17",
              "date_to": "2020-03-17",
              "monto": 550375.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2677-205-SE20"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2020-04-29",
              "date_to": "2020-04-29",
              "monto": 713762.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2677-313-SE20"
            }
          ]
        },
        {
          "other": {
            "id": "593cedee-40b7-4a4f-99a5-7b40000ef127",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud del Reloncaví"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2025-06-24",
          "date_max": "2025-06-24",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-24",
              "date_to": "2025-06-24",
              "monto": 121380.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1662-1288-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-24",
              "date_to": "2025-06-24",
              "monto": 226100.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1662-1289-AG25"
            }
          ]
        },
        {
          "other": {
            "id": "db2d15e1-39b1-4ce8-931d-2ccd540c4ca0",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD DEL MAULE HOSPITAL DE MOLINA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2021-06-14",
          "date_max": "2025-06-03",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-03",
              "date_to": "2025-06-03",
              "monto": 1220672.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=363-353-CM25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-06-14",
              "date_to": "2021-06-14",
              "monto": 178500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=363-441-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "a0ca0d0c-5676-4fbf-aa18-36895f077652",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE TALCA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2021-05-12",
          "date_max": "2025-06-18",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-18",
              "date_to": "2025-06-18",
              "monto": 1464033.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2292-759-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-05-12",
              "date_to": "2021-05-12",
              "monto": 1547000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2292-543-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "57bc9c63-9501-45c4-9489-5d9f3de112a9",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Pinto"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2021-02-17",
          "date_max": "2025-06-16",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-16",
              "date_to": "2025-06-16",
              "monto": 464314.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3905-128-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-02-17",
              "date_to": "2021-02-17",
              "monto": 227278.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3905-27-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "1b211227-1ce1-40a1-aa05-d103b4248298",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TOME"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2025-06-17",
          "date_max": "2025-06-17",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-17",
              "date_to": "2025-06-17",
              "monto": 1389920.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2664-639-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-17",
              "date_to": "2025-06-17",
              "monto": 147560.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2664-641-AG25"
            }
          ]
        },
        {
          "other": {
            "id": "12816386-ff79-4d21-87a7-c80490287b01",
            "kind": "institucion_publica",
            "canonical_name": "CORP MUNICIPAL DE DESARROLLO SOCIAL DE A"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2025-06-09",
          "date_max": "2025-06-27",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-27",
              "date_to": "2025-06-27",
              "monto": 523600.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1261592-3685-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-09",
              "date_to": "2025-06-09",
              "monto": 6552140.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1261592-3589-AG25"
            }
          ]
        },
        {
          "other": {
            "id": "2e652ede-b72b-499b-8d6d-1c79fac1cad3",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD DEL MAULE HOSPITAL SAN JAVIER"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2021-06-18",
          "date_max": "2025-06-17",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-17",
              "date_to": "2025-06-17",
              "monto": 276960.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=968521-2340-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-06-18",
              "date_to": "2021-06-18",
              "monto": 678300.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=968521-415-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "794e34f9-42e3-4a61-a715-85fb5be3dc21",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LAGO RANCO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2025-06-10",
          "date_max": "2025-06-19",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-19",
              "date_to": "2025-06-19",
              "monto": 817173.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3140-369-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-10",
              "date_to": "2025-06-10",
              "monto": 295120.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3140-350-SE25"
            }
          ]
        },
        {
          "other": {
            "id": "56f2c327-34d1-4fa9-89f7-c30d3faf046f",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CONCEPCION"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2025-06-19",
          "date_max": "2025-06-25",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-19",
              "date_to": "2025-06-19",
              "monto": 2111298.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2421-3934-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-25",
              "date_to": "2025-06-25",
              "monto": 3475395.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2421-3980-AG25"
            }
          ]
        },
        {
          "other": {
            "id": "8af2deda-cc48-4a38-b9fb-2bd64af5a9b7",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Quilicura"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2025-06-09",
          "date_max": "2025-06-16",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-09",
              "date_to": "2025-06-09",
              "monto": 1419432.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2484-420-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-16",
              "date_to": "2025-06-16",
              "monto": 6148822.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2484-454-AG25"
            }
          ]
        },
        {
          "other": {
            "id": "76e7a09b-1003-43b9-af10-756312d4a4b7",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Ovalle"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2021-04-30",
          "date_max": "2025-06-24",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-24",
              "date_to": "2025-06-24",
              "monto": 167790.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2710-533-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-04-30",
              "date_to": "2021-04-30",
              "monto": 785388.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2710-453-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "a25bcedd-b24f-4dcf-aba7-244ccc6d67c3",
            "kind": "institucion_publica",
            "canonical_name": "CORPORACION MUNICIPAL VINA DEL MAR PARA EL DESARROLLO SOCIAL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2025-06-02",
          "date_max": "2025-06-18",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-02",
              "date_to": "2025-06-02",
              "monto": 357599.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=568658-627-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-18",
              "date_to": "2025-06-18",
              "monto": 4193322.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=568658-670-AG25"
            }
          ]
        },
        {
          "other": {
            "id": "66bba9ac-7ffa-4fef-b6a4-bc38b5510f2c",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD MAGALLANES"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2021-06-18",
          "date_max": "2025-06-09",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-09",
              "date_to": "2025-06-09",
              "monto": 3002355.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=958479-157-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-06-18",
              "date_to": "2021-06-18",
              "monto": 634151.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=958479-197-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "867bb950-5bdb-4bf8-a792-fbc1c9c6d389",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Santa María"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2021-06-07",
          "date_max": "2025-06-05",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-05",
              "date_to": "2025-06-05",
              "monto": 757173.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3821-149-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-06-07",
              "date_to": "2021-06-07",
              "monto": 540950.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3821-230-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "85153815-345e-4d3d-87ed-6c9e5fcae266",
            "kind": "institucion_publica",
            "canonical_name": "HOSPITAL METROPOLITANO DE SANTIAGO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2025-06-06",
          "date_max": "2025-06-26",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-06",
              "date_to": "2025-06-06",
              "monto": 119000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=538598-4013-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-26",
              "date_to": "2025-06-26",
              "monto": 333438.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=538598-4104-AG25"
            }
          ]
        },
        {
          "other": {
            "id": "562d480a-4be3-4d2f-b1c7-266944a78c56",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE SAN CARLOS"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2021-07-26",
          "date_max": "2025-06-12",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-12",
              "date_to": "2025-06-12",
              "monto": 119000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2727-402-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-07-26",
              "date_to": "2021-07-26",
              "monto": 220150.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2727-750-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "0c170cf5-d60e-44e5-aa06-c289ba524071",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE VITACURA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2021-08-23",
          "date_max": "2025-06-19",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-19",
              "date_to": "2025-06-19",
              "monto": 1910935.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2659-317-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-08-23",
              "date_to": "2021-08-23",
              "monto": 316540.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2669-529-SE21"
            }
          ]
        },
        {
          "other": {
            "id": "02bda496-b5fe-469b-b91c-66971ca7b1a1",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD METROPOLITANO SUR HOSP"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2025-06-10",
          "date_max": "2025-06-30",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-30",
              "date_to": "2025-06-30",
              "monto": 3162544.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2069-12443-CM25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-10",
              "date_to": "2025-06-10",
              "monto": 6735400.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2069-12436-AG25"
            }
          ]
        },
        {
          "other": {
            "id": "70a3bfad-63f4-43db-951f-6ec4ac6a2035",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO SALUD ARAUCANIA NORTE HOSPITAL CURACAUTIN"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2021-02-25",
          "date_max": "2025-06-23",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-23",
              "date_to": "2025-06-23",
              "monto": 123760.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2202-558-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-02-25",
              "date_to": "2021-02-25",
              "monto": 206619.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2202-172-SE21"
            }
          ]
        },
        {
          "other": {
            "id": "8d57ab62-4e84-47df-93a5-35c3cc15d044",
            "kind": "institucion_publica",
            "canonical_name": "SERV SALUD ARAUC SUR HOSP DR ARTURO HILLERNS LARRANAGA DE PTO SAAVEDRA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2021-07-20",
          "date_max": "2025-06-30",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-30",
              "date_to": "2025-06-30",
              "monto": 119009.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2065-531-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-07-20",
              "date_to": "2021-07-20",
              "monto": 160174.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2065-598-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "bf13f41f-c656-4cf6-b0c8-5fb4726e8300",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2021-07-21",
          "date_max": "2025-06-11",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-11",
              "date_to": "2025-06-11",
              "monto": 119011.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3178-4379-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-07-21",
              "date_to": "2021-07-21",
              "monto": 128520.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3178-3379-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "713e1fda-5178-49c1-ac8a-07fc213f940a",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD VALDIVIA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2025-06-06",
          "date_max": "2025-06-10",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-10",
              "date_to": "2025-06-10",
              "monto": 1007930.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057545-610-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-06",
              "date_to": "2025-06-06",
              "monto": 126082.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057545-597-AG25"
            }
          ]
        },
        {
          "other": {
            "id": "336bf496-02a9-47c7-93fe-3ddcac0c4b6f",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD CONCEPCION ARAUCO CONS"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2025-06-06",
          "date_max": "2025-06-09",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-06",
              "date_to": "2025-06-06",
              "monto": 720402.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057434-4094-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-09",
              "date_to": "2025-06-09",
              "monto": 483092.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057434-4114-AG25"
            }
          ]
        },
        {
          "other": {
            "id": "2cd01477-594c-4910-aa9a-2b32826ccc8d",
            "kind": "institucion_publica",
            "canonical_name": "SERV SALUD METROPOLITANO CENTRAL HOSPITAL CLINICO SAN BORJA ARRIARAN"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2021-07-28",
          "date_max": "2025-06-06",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-06",
              "date_to": "2025-06-06",
              "monto": 61880.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057049-12782-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-07-28",
              "date_to": "2021-07-28",
              "monto": 1071000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057049-3214-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "d3f96a4f-e116-41a0-bd33-c95e7b0ccecb",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD TEODORO SCHMIDT"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2021-02-10",
          "date_max": "2021-02-25",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-02-10",
              "date_to": "2021-02-10",
              "monto": 128508.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3563-31-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-02-25",
              "date_to": "2021-02-25",
              "monto": 278448.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3563-60-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "1ee494c3-0f05-47e3-8dfe-fd7355393b04",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE SALUD HOSPITAL DE LLAY LLAY"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2021-03-09",
          "date_max": "2021-07-09",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-03-09",
              "date_to": "2021-03-09",
              "monto": 260598.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057374-154-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-07-09",
              "date_to": "2021-07-09",
              "monto": 142800.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057374-459-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "5729d44c-fb7f-44e7-9d3d-b2a5919f8bc5",
            "kind": "institucion_publica",
            "canonical_name": "Instituto Nacional del Cancer"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2021-03-29",
          "date_max": "2021-06-03",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-03-29",
              "date_to": "2021-03-29",
              "monto": 190388.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=359-926-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-06-03",
              "date_to": "2021-06-03",
              "monto": 297500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=359-1656-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "31574cf5-c01a-43bc-8d52-a413aed2f3ef",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Chanco"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2021-04-01",
          "date_max": "2025-07-02",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-04-01",
              "date_to": "2021-04-01",
              "monto": 563334.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3470-51-SE21"
            },
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "2025-07-02",
              "date_to": "2025-07-02",
              "monto": 87200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3470-13-L125"
            }
          ]
        },
        {
          "other": {
            "id": "44529190-98c6-4542-a25a-1b39e18d9554",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ALTO DEL CARMEN"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2021-04-27",
          "date_max": "2021-08-18",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-04-27",
              "date_to": "2021-04-27",
              "monto": 258825.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3332-64-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-08-18",
              "date_to": "2021-08-18",
              "monto": 419475.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3332-239-AG21"
            }
          ]
        },
        {
          "other": {
            "id": "67ac0087-4321-46fd-a1f6-a5dd70d8ac00",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Zapallar"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2021-05-06",
          "date_max": "2021-07-15",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-05-06",
              "date_to": "2021-05-06",
              "monto": 77350.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4555-132-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-07-15",
              "date_to": "2021-07-15",
              "monto": 128520.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4555-223-AG21"
            }
          ]
        }
      ],
      "rest": {
        "counterparties": 140,
        "count": 5226,
        "monto_sum": null
      }
    },
    "lobby": {
      "total": 4,
      "monto_sum": null,
      "groups": [],
      "rest": {
        "counterparties": 0,
        "count": 4,
        "monto_sum": null
      }
    }
  },
  "card_updated_at": null,
  "insights": {
    "stats": {
      "grado": 5331,
      "monto_sum": 5689558852.0,
      "grado_pctl": 0.9690515806988352,
      "monto_pctl": 0.8838602329450915,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-06-19",
            "monto": 2730445.0,
            "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=1057422-400-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-10-21",
            "monto": 1455013.0,
            "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=1057422-647-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-02-23",
            "monto": 1785497.0,
            "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=1057422-81-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-02-24",
            "monto": 1781382.0,
            "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=1057422-83-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-03-02",
            "monto": 1750425.0,
            "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=1057422-105-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-22",
            "monto": 519316.0,
            "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=1057422-654-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-04-02",
            "monto": 1062670.0,
            "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=1057422-201-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-07-08",
            "monto": 2464490.0,
            "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=1057422-446-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-08-28",
            "monto": 1154300.0,
            "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=1057422-590-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-08-16",
            "monto": 16660.0,
            "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=1057422-561-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-08-20",
            "monto": 1272110.0,
            "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=1057422-564-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-24",
            "monto": 380800.0,
            "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=1057422-648-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-30",
            "monto": 2418318.0,
            "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=1057422-663-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-16",
            "monto": 252280.0,
            "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=1057422-624-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-10-17",
            "monto": 183498.0,
            "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=1057422-711-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-11-26",
            "monto": 642600.0,
            "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=1057422-823-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-11-25",
            "monto": 712810.0,
            "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=1057422-827-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-18",
            "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=1057422-898-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-30",
            "monto": 4431560.0,
            "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=1057422-914-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-02-10",
            "monto": 833000.0,
            "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=1057422-90-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-03-19",
            "monto": 171360.0,
            "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=1057422-149-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-03-13",
            "monto": 1732640.0,
            "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=1057422-135-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-03-24",
            "monto": 1760010.0,
            "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=1057422-152-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-04-16",
            "monto": 119000.0,
            "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=1057422-235-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-04-23",
            "monto": 724710.0,
            "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=1057422-242-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-05-06",
            "monto": 451962.0,
            "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=1057422-287-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-15",
            "monto": 2023000.0,
            "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=1057422-471-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-18",
            "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=1057422-553-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-23",
            "monto": 4542468.0,
            "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=1057422-639-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-11",
            "monto": 306544.0,
            "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=1057422-618-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-05",
            "monto": 315112.0,
            "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=1057422-612-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-21",
            "monto": 2066435.0,
            "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=1057422-702-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-10",
            "monto": 1008049.0,
            "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=1057422-677-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-21",
            "monto": 391986.0,
            "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=1057422-795-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-20",
            "monto": 3106494.0,
            "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=1057422-789-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-02",
            "monto": 2546481.0,
            "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=1057422-818-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-17",
            "monto": 605234.0,
            "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=1057422-6902-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-02",
            "monto": 1451800.0,
            "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=1057422-826-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-29",
            "monto": 1868300.0,
            "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=1057422-6916-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-05",
            "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=1057422-845-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-30",
            "monto": 2760800.0,
            "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=1057422-6920-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-01-22",
            "monto": 3303083.0,
            "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=1057422-53-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-01-26",
            "monto": 2932755.0,
            "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=1057422-61-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-02-12",
            "monto": 3793006.0,
            "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=1057422-107-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-02-09",
            "monto": 354025.0,
            "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=1057422-101-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-03",
            "monto": 257040.0,
            "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=1057422-154-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-11",
            "monto": 3454332.0,
            "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=1057422-187-CM26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-16",
            "monto": 340340.0,
            "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=1057422-255-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-02",
            "monto": 65078.0,
            "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=1057422-218-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-11",
            "monto": 370827.0,
            "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=1057422-382-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-11",
            "monto": 472000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1057422-13-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f5595ff1-5fc6-4265-af6b-a4b38e475e1f",
            "kind": "empresa",
            "name": "INGENIERIA, SOPORTE Y CADENA DE SUMINISTRO SPA",
            "role": "ancla"
          },
          {
            "id": "e7f940c5-0629-4242-a489-ea14708fda8c",
            "kind": "institucion_publica",
            "name": "SERVICIO DE SALUD BIO BIO HOSPITAL DE YU",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 73402245.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-10",
            "monto": 135600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2335-58-L125",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-06-16",
            "monto": 1344799.0,
            "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=2335-729-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-06-03",
            "monto": 265370.0,
            "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=2335-582-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-11-15",
            "monto": 257040.0,
            "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=2335-1420-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-03",
            "monto": 614754.0,
            "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=2335-1557-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-23",
            "monto": 7519796.0,
            "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=2335-1707-CM24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-10",
            "monto": 161364.0,
            "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=2335-710-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-22",
            "monto": 468324.0,
            "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=2335-674-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-11",
            "monto": 6101047.0,
            "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=2335-858-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-27",
            "monto": 946050.0,
            "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=2335-957-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-15",
            "monto": 216926.0,
            "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=2335-1184-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-22",
            "monto": 2841720.0,
            "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=2335-8944-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-30",
            "monto": 19949969.0,
            "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=2335-263-CM26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-09",
            "monto": 1277148.0,
            "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=2335-204-CM26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-22",
            "monto": 517650.0,
            "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=2335-487-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f5595ff1-5fc6-4265-af6b-a4b38e475e1f",
            "kind": "empresa",
            "name": "INGENIERIA, SOPORTE Y CADENA DE SUMINISTRO SPA",
            "role": "ancla"
          },
          {
            "id": "2bf33ab2-0178-4182-99d7-f60bd3839dcb",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE LINARES",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 42617557.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-31",
            "monto": 487000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2703-211-L125",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-03-24",
            "monto": 297523.0,
            "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=2701-173-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-22",
            "monto": 602140.0,
            "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=2701-618-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-22",
            "monto": 148750.0,
            "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=2703-1092-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-03-25",
            "monto": 1257972.0,
            "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=2703-241-CM25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-04-08",
            "monto": 2366077.0,
            "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=2703-300-CM25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-01",
            "monto": 579530.0,
            "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=2703-824-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-01",
            "monto": 3084480.0,
            "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=2703-838-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-10",
            "monto": 5838544.0,
            "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=2703-924-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-18",
            "monto": 309400.0,
            "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=2703-1411-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-21",
            "monto": 182546.0,
            "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=2703-231-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-15",
            "monto": 2439500.0,
            "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=2703-213-CM26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-19",
            "monto": 1565326.0,
            "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=2703-290-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f5595ff1-5fc6-4265-af6b-a4b38e475e1f",
            "kind": "empresa",
            "name": "INGENIERIA, SOPORTE Y CADENA DE SUMINISTRO SPA",
            "role": "ancla"
          },
          {
            "id": "795f9733-2da0-4fbb-a10d-c63a51af224a",
            "kind": "institucion_publica",
            "name": "I. MUNICIPALIDAD DE TALAGANTE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 19158788.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-25",
            "monto": 480000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2101-87-L125",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-12-04",
            "monto": 122332.0,
            "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=2101-2299-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-12-13",
            "monto": 1035300.0,
            "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=2101-2405-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-10-18",
            "monto": 5837307.0,
            "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=2101-1714-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-01-10",
            "monto": 1344700.0,
            "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=2101-33-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-28",
            "monto": 571200.0,
            "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=2101-2898-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-01-12",
            "monto": 542640.0,
            "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=2101-44-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-02-20",
            "monto": 259896.0,
            "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=2101-236-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-24",
            "monto": 419653.0,
            "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=2101-482-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f5595ff1-5fc6-4265-af6b-a4b38e475e1f",
            "kind": "empresa",
            "name": "INGENIERIA, SOPORTE Y CADENA DE SUMINISTRO SPA",
            "role": "ancla"
          },
          {
            "id": "436e75e6-0053-4bf0-8494-714cf1e3577c",
            "kind": "institucion_publica",
            "name": "HOSPITAL INTERCULTURAL KALLVU LLANKA.-",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 10613028.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-17",
            "monto": 3407600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4476-21-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-06-07",
            "monto": 719950.0,
            "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=4476-84-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-08-26",
            "monto": 273700.0,
            "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=4476-164-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-17",
            "monto": 4055044.0,
            "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=4476-110-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-02-12",
            "monto": 189210.0,
            "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=4476-26-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f5595ff1-5fc6-4265-af6b-a4b38e475e1f",
            "kind": "empresa",
            "name": "INGENIERIA, SOPORTE Y CADENA DE SUMINISTRO SPA",
            "role": "ancla"
          },
          {
            "id": "edae6437-cfcc-4634-b992-36e5f41c7cd0",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Romeral",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 8645504.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-08-18",
            "monto": 316.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1057472-109-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-07-14",
            "monto": 1622565.0,
            "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=1057472-5600-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-27",
            "monto": 568344.0,
            "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=1057472-28188-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-30",
            "monto": 140896.0,
            "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=1057472-29339-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-28",
            "monto": 236096.0,
            "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=1057472-39059-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-04",
            "monto": 175525.0,
            "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=1057472-40155-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-01-21",
            "monto": 766360.0,
            "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=1057472-4996-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-01-05",
            "monto": 519792.0,
            "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=1057472-44841-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-01-24",
            "monto": 779987.0,
            "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=1057472-5315-CM26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-01-21",
            "monto": 174335.0,
            "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=1057472-4987-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-02-17",
            "monto": 378896.0,
            "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=1057472-5921-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-26",
            "monto": 238000.0,
            "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=1057472-7060-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-27",
            "monto": 357000.0,
            "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=1057472-8183-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-05-29",
            "monto": 246568.0,
            "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=1057472-9188-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-26",
            "monto": 238000.0,
            "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=1057472-10272-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f5595ff1-5fc6-4265-af6b-a4b38e475e1f",
            "kind": "empresa",
            "name": "INGENIERIA, SOPORTE Y CADENA DE SUMINISTRO SPA",
            "role": "ancla"
          },
          {
            "id": "3d295cc3-5d96-4476-83b2-0d8901421383",
            "kind": "institucion_publica",
            "name": "HOSPITAL CLINICO METROPOLITANO EL CARMEN DOCTOR LUIS VALENTIN FERRADA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 6442680.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2023-01-05",
            "monto": 45220.0,
            "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=1057534-14-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-03-01",
            "monto": 32130.0,
            "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=1057534-229-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-07-24",
            "monto": 511502.0,
            "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=1057534-836-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-10-23",
            "monto": 499800.0,
            "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=1057534-1197-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-01-13",
            "monto": 231336.0,
            "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=1057534-23-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-01-27",
            "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=1057534-75-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-05-02",
            "monto": 501228.0,
            "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=1057534-496-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-26",
            "monto": 233299.0,
            "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=1057534-1193-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-01-26",
            "monto": 519601.0,
            "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=1057534-91-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-02-04",
            "monto": 524076.0,
            "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=1057534-141-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-02-23",
            "monto": 547519.0,
            "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=1057534-212-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-11",
            "monto": 1843905.0,
            "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=1057534-302-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-12",
            "monto": 38318.0,
            "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=1057534-319-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-05-22",
            "monto": 133994.0,
            "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=1057534-645-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-24",
            "monto": 111000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1057534-29-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-25",
            "monto": 132090.0,
            "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=1057534-808-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-07-03",
            "monto": 124950.0,
            "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=1057534-860-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-07-01",
            "monto": 119357.0,
            "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=1057534-842-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f5595ff1-5fc6-4265-af6b-a4b38e475e1f",
            "kind": "empresa",
            "name": "INGENIERIA, SOPORTE Y CADENA DE SUMINISTRO SPA",
            "role": "ancla"
          },
          {
            "id": "f0b89f3d-c8f5-4f5d-a0f7-a0edc0000135",
            "kind": "institucion_publica",
            "name": "SERVICIO DE SALUD OSORNO HOSPITAL PURRANQUE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 6277845.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-15",
            "monto": 214346.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4401-56-L125",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-08-07",
            "monto": 1787656.0,
            "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=4401-430-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-09",
            "monto": 59500.0,
            "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=4401-514-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-10-10",
            "monto": 810152.0,
            "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=4401-573-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-02-01",
            "monto": 681275.0,
            "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=4401-46-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-15",
            "monto": 255071.0,
            "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=4401-453-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-01-28",
            "monto": 1550689.0,
            "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=4401-54-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-27",
            "monto": 267036.0,
            "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=4401-235-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f5595ff1-5fc6-4265-af6b-a4b38e475e1f",
            "kind": "empresa",
            "name": "INGENIERIA, SOPORTE Y CADENA DE SUMINISTRO SPA",
            "role": "ancla"
          },
          {
            "id": "bdbf9d3b-d657-446e-9e8a-479594b35bdb",
            "kind": "institucion_publica",
            "name": "I. MUNICIPALIDAD DE SAN CLEMENTE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 5625725.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2023-01-24",
            "monto": 1556520.0,
            "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=1058026-4-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-09-20",
            "monto": 1679569.0,
            "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=1057419-494-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-11-08",
            "monto": 56953.0,
            "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=1057419-623-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-25",
            "monto": 363545.0,
            "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=1057419-501-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-22",
            "monto": 1213776.0,
            "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=1057419-1292-CM25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-27",
            "monto": 525000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1058026-4-L126",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f5595ff1-5fc6-4265-af6b-a4b38e475e1f",
            "kind": "empresa",
            "name": "INGENIERIA, SOPORTE Y CADENA DE SUMINISTRO SPA",
            "role": "ancla"
          },
          {
            "id": "38a6aeb5-f31a-4601-8ecb-961bb2d1f359",
            "kind": "institucion_publica",
            "name": "SERVICIO DE SALUD BIO BIO HOSPITAL SANTA BARBARA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 5395363.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-29",
            "monto": 420000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4407-19-L125",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-20",
            "monto": 585480.0,
            "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=4407-609-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-07-24",
            "monto": 366520.0,
            "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=4407-298-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-11-04",
            "monto": 386750.0,
            "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=4407-465-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-02-26",
            "monto": 285600.0,
            "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=4407-58-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-04-02",
            "monto": 233478.0,
            "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=4407-110-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-29",
            "monto": 499800.0,
            "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=4407-329-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-28",
            "monto": 1672910.0,
            "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=4407-622-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-18",
            "monto": 346349.0,
            "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=4407-658-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-02-25",
            "monto": 362878.0,
            "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=4407-49-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f5595ff1-5fc6-4265-af6b-a4b38e475e1f",
            "kind": "empresa",
            "name": "INGENIERIA, SOPORTE Y CADENA DE SUMINISTRO SPA",
            "role": "ancla"
          },
          {
            "id": "4e5e1a17-0fe8-444b-a9c5-af6f2122a874",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Lumaco",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 5159765.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-02",
            "monto": 41106.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1951-22-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-12-07",
            "monto": 151094.0,
            "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=1951-886-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-02-13",
            "monto": 967441.0,
            "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=1951-139-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-05-14",
            "monto": 384381.0,
            "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=1951-366-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-07-12",
            "monto": 427771.0,
            "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=1951-559-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-01-20",
            "monto": 578470.0,
            "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=1951-48-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-04-23",
            "monto": 803012.0,
            "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=1951-275-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-17",
            "monto": 707217.0,
            "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=1951-639-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f5595ff1-5fc6-4265-af6b-a4b38e475e1f",
            "kind": "empresa",
            "name": "INGENIERIA, SOPORTE Y CADENA DE SUMINISTRO SPA",
            "role": "ancla"
          },
          {
            "id": "05b67dcd-d435-4069-9e4d-e7eda56a8683",
            "kind": "institucion_publica",
            "name": "SERVICIO DE SALUD ARAUCANIA SUR HOSPITAL CARAHUE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 4060492.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-08-28",
            "monto": 520000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3934-6-L125",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-10-18",
            "monto": 1709030.0,
            "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=3934-131-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-28",
            "monto": 618800.0,
            "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=3934-96-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-18",
            "monto": 1046521.0,
            "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=3890-52-CM26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "f5595ff1-5fc6-4265-af6b-a4b38e475e1f",
            "kind": "empresa",
            "name": "INGENIERIA, SOPORTE Y CADENA DE SUMINISTRO SPA",
            "role": "ancla"
          },
          {
            "id": "ec08d282-26c9-49ea-b473-fb4bde47fd7c",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Freire",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 3894351.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 760,
        "monto": 5437258808.0,
        "share": 0.9443952788835149
      },
      "periodo": {
        "desde": "2019-12-21",
        "hasta": "2026-07-14"
      },
      "monto_total": 5757397278.0,
      "n_contratos": 5366,
      "serie_anual": [
        {
          "anio": 2019,
          "monto": 624571.0
        },
        {
          "anio": 2020,
          "monto": 4181944.0
        },
        {
          "anio": 2021,
          "monto": 124482977.0
        },
        {
          "anio": 2022,
          "monto": 422767331.0
        },
        {
          "anio": 2023,
          "monto": 602390803.0
        },
        {
          "anio": 2024,
          "monto": 881866083.0
        },
        {
          "anio": 2025,
          "monto": 2233897461.0
        },
        {
          "anio": 2026,
          "monto": 1487186108.0
        }
      ],
      "td_conocidos": 5350,
      "n_contrapartes": 763,
      "n_trato_directo": 3039,
      "top_contrapartes": [
        {
          "id": "434aa5fb-1cf9-423f-b191-d9d625602093",
          "name": "CORP MUNICIPAL DE VALPARAISO PARA EL DESARROLLO SOCIAL",
          "monto": 142554933.0,
          "share": 0.0247603085416264
        },
        {
          "id": "85153815-345e-4d3d-87ed-6c9e5fcae266",
          "name": "HOSPITAL METROPOLITANO DE SANTIAGO",
          "monto": 88927325.0,
          "share": 0.01544575104097932
        },
        {
          "id": "935aba5c-c2bf-4cc5-80ac-96d94a6a62cc",
          "name": "SERVICIO DE SALUD METROPOLI CENTRAL DIRECCION DE ATENCION PRIMARIA",
          "monto": 88656212.0,
          "share": 0.015398661533879303
        }
      ],
      "pct_trato_directo": 0.5680373831775701
    },
    "senales": [
      "3039 de sus 5350 contratos con dato fueron por trato directo (57%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}