{
  "id": "5826b194-9e54-4464-877c-482091c41e95",
  "kind": "institucion_publica",
  "canonical_name": "CORP MUNICIPAL DE RENCA",
  "identity_class": "fuerte",
  "organism_code": "1820898",
  "subunit_name": "CORP MUNICIPAL DE RENCA",
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "70931100-K"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 2329,
      "monto_sum": 23151755606.0,
      "groups": [
        {
          "other": {
            "id": "a75e0604-0a38-49ec-b92d-75c53114ceed",
            "kind": "empresa",
            "canonical_name": "SUAT SPA"
          },
          "direction": "out",
          "count": 26,
          "monto_sum": 3161388229.0,
          "date_min": "2024-07-30",
          "date_max": "2026-06-26",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-26",
              "date_to": "2025-06-26",
              "monto": 139980748.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-498-SE25"
            }
          ]
        },
        {
          "other": {
            "id": "587a0af4-5062-4659-a702-4d5c0dd43652",
            "kind": "empresa",
            "canonical_name": "GOPA SOLUCIONES SPA"
          },
          "direction": "out",
          "count": 4,
          "monto_sum": 2243590893.0,
          "date_min": "2024-04-02",
          "date_max": "2024-12-05",
          "sample": []
        },
        {
          "other": {
            "id": "8dc84014-7558-428a-9325-dafdfe6790eb",
            "kind": "empresa",
            "canonical_name": "FRANCISCO JAVIER"
          },
          "direction": "out",
          "count": 10,
          "monto_sum": 2002902422.0,
          "date_min": "2023-10-18",
          "date_max": "2025-01-16",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2023-10-18",
              "date_to": "2023-10-18",
              "monto": 26074566.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-159-SE23"
            }
          ]
        },
        {
          "other": {
            "id": "e64d41b6-e499-48ef-9174-c4fb398fa92f",
            "kind": "empresa",
            "canonical_name": "CONSTRUCTORA STP LIMITADA"
          },
          "direction": "out",
          "count": 5,
          "monto_sum": 784632979.0,
          "date_min": "2024-12-05",
          "date_max": "2025-10-22",
          "sample": []
        },
        {
          "other": {
            "id": "45fd6b67-60a4-40af-8ef5-ad10f965b7ff",
            "kind": "empresa",
            "canonical_name": "IMPORTADORA Y DISTRIBUIDORA ARQUIMED LTDA"
          },
          "direction": "out",
          "count": 13,
          "monto_sum": 665752543.0,
          "date_min": "2024-06-21",
          "date_max": "2026-05-13",
          "sample": []
        },
        {
          "other": {
            "id": "38d50285-3cf8-49d3-82af-2678f845bacc",
            "kind": "empresa",
            "canonical_name": "Siemens Healthcare Equipos Medicos Spa"
          },
          "direction": "out",
          "count": 7,
          "monto_sum": 589696442.0,
          "date_min": "2023-08-04",
          "date_max": "2025-04-16",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2023-08-04",
              "date_to": "2023-08-04",
              "monto": 170497773.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-33-SE23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2023-11-30",
              "date_to": "2023-11-30",
              "monto": 3109712.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-207-SE23"
            }
          ]
        },
        {
          "other": {
            "id": "1087183b-bb7a-4593-bd9c-308da31818b6",
            "kind": "empresa",
            "canonical_name": "INGENIERIA ELECTRICA Y SERVICIOS CARLOS IVAN SEGURA ALIAGA EMPRESA IND"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": 443763250.0,
          "date_min": "2024-06-12",
          "date_max": "2024-10-16",
          "sample": []
        },
        {
          "other": {
            "id": "05372fcd-f77c-4b44-b5c9-1aa208a553ac",
            "kind": "empresa",
            "canonical_name": "DISTRIBUIDORA DIMAN SPA"
          },
          "direction": "out",
          "count": 147,
          "monto_sum": 401651958.0,
          "date_min": "2024-07-23",
          "date_max": "2026-05-13",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-27",
              "date_to": "2025-06-27",
              "monto": 8787935.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-502-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-04",
              "date_to": "2025-06-04",
              "monto": 6139299.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-432-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-27",
              "date_to": "2025-06-27",
              "monto": 1475600.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-503-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-12",
              "date_to": "2025-06-12",
              "monto": 2328235.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-462-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-16",
              "date_to": "2025-06-16",
              "monto": 678895.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-471-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-16",
              "date_to": "2025-06-16",
              "monto": 342720.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-473-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-04",
              "date_to": "2025-06-04",
              "monto": 738990.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-431-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-12",
              "date_to": "2025-06-12",
              "monto": 1158625.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-460-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-04",
              "date_to": "2025-06-04",
              "monto": 1688015.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-428-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-27",
              "date_to": "2025-06-27",
              "monto": 537880.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-504-SE25"
            }
          ]
        },
        {
          "other": {
            "id": "b41fed5b-7d04-487a-85dc-92b4ae5e7a3b",
            "kind": "empresa",
            "canonical_name": "BEPLAN SPA"
          },
          "direction": "out",
          "count": 88,
          "monto_sum": 388270397.0,
          "date_min": "2024-02-13",
          "date_max": "2026-06-12",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-11",
              "date_to": "2025-06-11",
              "monto": 9506910.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-452-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-09",
              "date_to": "2025-06-09",
              "monto": 12301565.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-448-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-18",
              "date_to": "2025-06-18",
              "monto": 852337.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-482-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-13",
              "date_to": "2025-06-13",
              "monto": 683060.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-469-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-05",
              "date_to": "2025-06-05",
              "monto": 397460.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-434-SE25"
            }
          ]
        },
        {
          "other": {
            "id": "fb3846bb-2509-4287-8578-e0dc0b3ab8d2",
            "kind": "empresa",
            "canonical_name": "AULA EN TERRENO SPA"
          },
          "direction": "out",
          "count": 16,
          "monto_sum": 335701919.0,
          "date_min": "2024-08-23",
          "date_max": "2025-12-30",
          "sample": []
        },
        {
          "other": {
            "id": "132df82c-10ad-4163-bdcf-2a70e8f22c79",
            "kind": "empresa",
            "canonical_name": "Tecnologia BS SPA"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": 272652293.0,
          "date_min": "2024-12-20",
          "date_max": "2025-11-28",
          "sample": []
        },
        {
          "other": {
            "id": "4b1ac28b-3761-4014-897f-163263c7c366",
            "kind": "empresa",
            "canonical_name": "INGENIERIA Y CONSTRUCCION SIVEC LTDA"
          },
          "direction": "out",
          "count": 4,
          "monto_sum": 251139676.0,
          "date_min": "2025-01-22",
          "date_max": "2025-06-09",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-09",
              "date_to": "2025-06-09",
              "monto": 2207639.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-449-SE25"
            }
          ]
        },
        {
          "other": {
            "id": "d5549ca2-796e-4c32-911b-74e386819ed5",
            "kind": "empresa",
            "canonical_name": "CONSTRUCTORA DE PROYECTOS ANDREA CAMUS EIRL"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": 250537546.0,
          "date_min": "2025-09-17",
          "date_max": "2026-05-08",
          "sample": []
        },
        {
          "other": {
            "id": "17799aea-3c0f-4325-97d3-86a437137788",
            "kind": "empresa",
            "canonical_name": "PUNTO ZERO CLIMA SPA"
          },
          "direction": "out",
          "count": 20,
          "monto_sum": 243983512.0,
          "date_min": "2024-07-11",
          "date_max": "2026-01-29",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-13",
              "date_to": "2025-06-13",
              "monto": 892500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-466-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-13",
              "date_to": "2025-06-13",
              "monto": 547400.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-463-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-11",
              "date_to": "2025-06-11",
              "monto": 2272900.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-454-SE25"
            }
          ]
        },
        {
          "other": {
            "id": "1a497279-b949-452e-a289-459645f3f8cc",
            "kind": "empresa",
            "canonical_name": "FARMACEUTICA CARIBEAN LTDA"
          },
          "direction": "out",
          "count": 26,
          "monto_sum": 242418995.0,
          "date_min": "2023-09-06",
          "date_max": "2026-06-16",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2023-09-06",
              "date_to": "2023-09-06",
              "monto": 548590.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-114-SE23"
            }
          ]
        },
        {
          "other": {
            "id": "3e1dfc03-3a8e-4257-b960-2509437aeedb",
            "kind": "empresa",
            "canonical_name": "GRUPO SANTA MARIA SERVICIOS ALIMENTICIOS Y PRODUCCIÓN DE EVENTOS SPA"
          },
          "direction": "out",
          "count": 13,
          "monto_sum": 230680964.0,
          "date_min": "2025-06-06",
          "date_max": "2026-05-14",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-06",
              "date_to": "2025-06-06",
              "monto": 11061823.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-447-SE25"
            }
          ]
        },
        {
          "other": {
            "id": "a43be326-a6ce-4c62-971b-93f45380cb85",
            "kind": "empresa",
            "canonical_name": "Innovit SpA"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": 208941699.0,
          "date_min": "2025-03-18",
          "date_max": "2025-03-18",
          "sample": []
        },
        {
          "other": {
            "id": "cb68389e-498d-45d1-8fed-26535b9c073b",
            "kind": "empresa",
            "canonical_name": "ALFREDO"
          },
          "direction": "out",
          "count": 12,
          "monto_sum": 194799909.0,
          "date_min": "2023-08-23",
          "date_max": "2025-03-13",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2023-08-23",
              "date_to": "2023-08-23",
              "monto": 1845000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-67-AG23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2023-10-12",
              "date_to": "2023-10-12",
              "monto": 1770000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-147-AG23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2023-10-03",
              "date_to": "2023-10-03",
              "monto": 10580054.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-134-SE23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2023-11-29",
              "date_to": "2023-11-29",
              "monto": 2800000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-250-SE23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2023-11-15",
              "date_to": "2023-11-15",
              "monto": 505.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-226-AG23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2023-11-30",
              "date_to": "2023-11-30",
              "monto": 1800000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-236-AG23"
            }
          ]
        },
        {
          "other": {
            "id": "02a3e545-073f-41a8-9fdc-23b4e07af414",
            "kind": "empresa",
            "canonical_name": "CLINICA COLONIAL S A"
          },
          "direction": "out",
          "count": 14,
          "monto_sum": 192134039.0,
          "date_min": "2025-04-23",
          "date_max": "2026-03-23",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-06",
              "date_to": "2025-06-06",
              "monto": 7271720.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-439-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-16",
              "date_to": "2025-06-16",
              "monto": 8200040.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-474-SE25"
            }
          ]
        },
        {
          "other": {
            "id": "8b021ab6-45bd-45a4-b3b9-402cb6b4921e",
            "kind": "empresa",
            "canonical_name": "Comercial Muñoz y Cia. Ltda. IX Reg."
          },
          "direction": "out",
          "count": 4,
          "monto_sum": 183897835.0,
          "date_min": "2024-03-25",
          "date_max": "2025-10-23",
          "sample": []
        },
        {
          "other": {
            "id": "79567ffc-b2c5-4fb6-bb2c-282eb3926202",
            "kind": "empresa",
            "canonical_name": "CENTRO DIAGNOSTICO POR IMAGENES BLANCO LIMITADA"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": 160734600.0,
          "date_min": "2025-11-07",
          "date_max": "2025-11-07",
          "sample": []
        },
        {
          "other": {
            "id": "989deef2-1156-438f-96d7-aca5d70b39ca",
            "kind": "empresa",
            "canonical_name": "Grupo Mas Producciones"
          },
          "direction": "out",
          "count": 24,
          "monto_sum": 159464585.0,
          "date_min": "2023-12-07",
          "date_max": "2026-05-15",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2023-12-07",
              "date_to": "2023-12-07",
              "monto": 2641800.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-246-SE23"
            }
          ]
        },
        {
          "other": {
            "id": "8a1c150e-daf9-4be8-9499-978fbf8c9969",
            "kind": "empresa",
            "canonical_name": "Ejecutivos de Venta"
          },
          "direction": "out",
          "count": 29,
          "monto_sum": 156032806.0,
          "date_min": "2023-07-19",
          "date_max": "2026-06-08",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-06",
              "date_to": "2025-06-06",
              "monto": 3524185.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-422-CM25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2023-07-19",
              "date_to": "2023-07-19",
              "monto": 12290782.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-5-CM23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2023-07-20",
              "date_to": "2023-07-20",
              "monto": 12045362.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-10-CM23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2023-08-22",
              "date_to": "2023-08-22",
              "monto": 1697445.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-56-CM23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2023-10-24",
              "date_to": "2023-10-24",
              "monto": 5846731.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-169-CM23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2023-12-12",
              "date_to": "2023-12-12",
              "monto": 6980897.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-295-CM23"
            }
          ]
        },
        {
          "other": {
            "id": "86d3b511-fb8e-497a-9ee9-d2ffee4a2bd9",
            "kind": "empresa",
            "canonical_name": "Ariel  Matias"
          },
          "direction": "out",
          "count": 4,
          "monto_sum": 146680708.0,
          "date_min": "2024-05-17",
          "date_max": "2024-09-27",
          "sample": []
        },
        {
          "other": {
            "id": "fd26cae8-7f04-4f30-8882-5760e767dacc",
            "kind": "empresa",
            "canonical_name": "Cecor S.A."
          },
          "direction": "out",
          "count": 43,
          "monto_sum": 143162626.0,
          "date_min": "2023-08-01",
          "date_max": "2026-01-22",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-26",
              "date_to": "2025-06-26",
              "monto": 1256235.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-499-TD25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-19",
              "date_to": "2025-06-19",
              "monto": 2170479.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-488-TD25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-06",
              "date_to": "2025-06-06",
              "monto": 2021150.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-446-TD25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-19",
              "date_to": "2025-06-19",
              "monto": 2300993.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-487-TD25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2023-08-01",
              "date_to": "2023-08-01",
              "monto": 2204962.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-26-SE23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2023-08-30",
              "date_to": "2023-08-30",
              "monto": 761212.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-93-SE23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2023-08-23",
              "date_to": "2023-08-23",
              "monto": 1333021.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-70-SE23"
            }
          ]
        },
        {
          "other": {
            "id": "3cd762dd-8f7b-4000-b583-9376457b234d",
            "kind": "empresa",
            "canonical_name": "FACTOR ESTRATEGIA SPA"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": 143032683.0,
          "date_min": "2024-03-27",
          "date_max": "2024-07-30",
          "sample": []
        },
        {
          "other": {
            "id": "3dadbb4f-4612-4e5d-b103-b226211b84cf",
            "kind": "empresa",
            "canonical_name": "COMERCIALIZADORA DISTRIBUCION TOTAL EXPRESS LIMITADA"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": 142922968.0,
          "date_min": "2024-04-30",
          "date_max": "2024-04-30",
          "sample": []
        },
        {
          "other": {
            "id": "54c27d45-0318-4e61-973b-34116b6232c2",
            "kind": "persona",
            "canonical_name": "Cristian Andres Sanchez Gonzalez"
          },
          "direction": "out",
          "count": 3,
          "monto_sum": 122555000.0,
          "date_min": "2024-04-05",
          "date_max": "2024-07-25",
          "sample": []
        },
        {
          "other": {
            "id": "c337a566-0a6f-4a09-918d-ab9f716e3c79",
            "kind": "empresa",
            "canonical_name": "LABORATORIO CHILE S.A."
          },
          "direction": "out",
          "count": 11,
          "monto_sum": 116153234.0,
          "date_min": "2023-07-20",
          "date_max": "2026-02-20",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2023-07-20",
              "date_to": "2023-07-20",
              "monto": 1023876.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-12-AG23"
            }
          ]
        },
        {
          "other": {
            "id": "6efc90b5-8538-41f2-bf4e-7d7e4c718409",
            "kind": "empresa",
            "canonical_name": "ARTMED LIMITADA"
          },
          "direction": "out",
          "count": 9,
          "monto_sum": 110226762.0,
          "date_min": "2023-09-06",
          "date_max": "2026-06-16",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2023-09-06",
              "date_to": "2023-09-06",
              "monto": 3332000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-116-SE23"
            }
          ]
        },
        {
          "other": {
            "id": "5eb83abc-a59f-41f8-b881-1851dc2aa1a4",
            "kind": "empresa",
            "canonical_name": "SOCIEDAD COMERCIAL DLM SPA"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": 108788296.0,
          "date_min": "2024-06-17",
          "date_max": "2024-06-17",
          "sample": []
        },
        {
          "other": {
            "id": "54c258f8-6e24-4e32-bf54-c984f4a751bf",
            "kind": "empresa",
            "canonical_name": "CENTRO RADIOLOGICO FLEMING S.A."
          },
          "direction": "out",
          "count": 1,
          "monto_sum": 108100000.0,
          "date_min": "2024-10-16",
          "date_max": "2024-10-16",
          "sample": []
        },
        {
          "other": {
            "id": "7fa9007a-101b-4a39-996d-871ac34c83a6",
            "kind": "empresa",
            "canonical_name": "SCANNO SPA"
          },
          "direction": "out",
          "count": 5,
          "monto_sum": 106691495.0,
          "date_min": "2023-07-31",
          "date_max": "2024-06-17",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2023-07-31",
              "date_to": "2023-07-31",
              "monto": 1925581.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-21-CM23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2023-08-21",
              "date_to": "2023-08-21",
              "monto": 818916.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-55-CM23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2023-08-18",
              "date_to": "2023-08-18",
              "monto": 2135888.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-58-CM23"
            }
          ]
        },
        {
          "other": {
            "id": "96aa3d7c-7712-4bf0-bc71-f13d4a1a734a",
            "kind": "empresa",
            "canonical_name": "COMERCIALIZADORA SP DIGITAL SPA"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": 104008227.0,
          "date_min": "2024-06-27",
          "date_max": "2024-06-27",
          "sample": []
        },
        {
          "other": {
            "id": "06a012c0-05cf-44de-be99-4d07546b6e05",
            "kind": "persona",
            "canonical_name": "Fernando Alberto Veloso Oliva"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": 103675203.0,
          "date_min": "2024-08-01",
          "date_max": "2024-08-01",
          "sample": []
        },
        {
          "other": {
            "id": "3ea561b4-612e-4b28-888d-32b2c24ec5cc",
            "kind": "empresa",
            "canonical_name": "CASTILLA Y ARAGON SPA"
          },
          "direction": "out",
          "count": 7,
          "monto_sum": 103576221.0,
          "date_min": "2024-08-01",
          "date_max": "2026-05-06",
          "sample": []
        },
        {
          "other": {
            "id": "2467b362-bb73-42da-abfd-beb562fe38ca",
            "kind": "empresa",
            "canonical_name": "BION HEALTH SPA"
          },
          "direction": "out",
          "count": 7,
          "monto_sum": 99853478.0,
          "date_min": "2024-07-23",
          "date_max": "2026-06-17",
          "sample": []
        },
        {
          "other": {
            "id": "878b7a0f-b068-4a2a-9c17-051f92fb6c9f",
            "kind": "empresa",
            "canonical_name": "PARACLINICS"
          },
          "direction": "out",
          "count": 9,
          "monto_sum": 98996118.0,
          "date_min": "2025-07-24",
          "date_max": "2026-04-15",
          "sample": [
            {
              "rel_type": "adjudico_licitacion",
              "direction": "out",
              "date": "2025-07-24",
              "date_to": "2025-07-24",
              "monto": 250.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1233600-65-LE25"
            }
          ]
        },
        {
          "other": {
            "id": "14e87a14-9192-49ec-a066-1fa3e7655126",
            "kind": "persona",
            "canonical_name": "Freddy Eduardo San Martín Zambrano"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": 98089147.0,
          "date_min": "2026-02-03",
          "date_max": "2026-02-03",
          "sample": []
        },
        {
          "other": {
            "id": "5cde1127-46ac-4b41-a52f-b9a07dcf3f8c",
            "kind": "empresa",
            "canonical_name": "OPPORTUNITY CLASS LIMITADA"
          },
          "direction": "out",
          "count": 6,
          "monto_sum": 92667044.0,
          "date_min": "2024-03-08",
          "date_max": "2024-10-03",
          "sample": []
        },
        {
          "other": {
            "id": "776ea199-31c3-4d2c-882e-bdc42c6267f1",
            "kind": "empresa",
            "canonical_name": "Growth Partner Network SpA"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": 90000000.0,
          "date_min": "2024-08-20",
          "date_max": "2025-11-24",
          "sample": []
        },
        {
          "other": {
            "id": "c538daa9-84ba-4b62-a108-6199d1b0f9af",
            "kind": "empresa",
            "canonical_name": "PRODUCCION DE EVENTOS CAROLINA VERA  E.I.R.L"
          },
          "direction": "out",
          "count": 7,
          "monto_sum": 88571998.0,
          "date_min": "2023-11-07",
          "date_max": "2024-08-30",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2023-11-07",
              "date_to": "2023-11-07",
              "monto": 1785000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-166-SE23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2023-11-08",
              "date_to": "2023-11-08",
              "monto": 1699999.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-205-AG23"
            }
          ]
        },
        {
          "other": {
            "id": "131ccdd8-76dc-49bf-9718-712e85dc0b88",
            "kind": "empresa",
            "canonical_name": "UNIVERSIDAD DE LAS AMERICAS"
          },
          "direction": "out",
          "count": 3,
          "monto_sum": 88191000.0,
          "date_min": "2024-04-09",
          "date_max": "2026-06-01",
          "sample": []
        },
        {
          "other": {
            "id": "5d8dbd21-0dc6-4f77-8c72-1991f6aa9be2",
            "kind": "empresa",
            "canonical_name": "NEMO CHILE LTDA."
          },
          "direction": "out",
          "count": 10,
          "monto_sum": 86079218.0,
          "date_min": "2023-12-22",
          "date_max": "2026-06-16",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2023-12-22",
              "date_to": "2023-12-22",
              "monto": 2941108.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-322-CM23"
            }
          ]
        },
        {
          "other": {
            "id": "0d123d15-4dfa-4ba3-8c7f-31695fdb20e0",
            "kind": "empresa",
            "canonical_name": "ALSO SERVICIOS DE INGENIERIA LIMITADA"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": 83058700.0,
          "date_min": "2025-12-02",
          "date_max": "2025-12-02",
          "sample": []
        },
        {
          "other": {
            "id": "3798558a-e551-4525-9850-7cf5099dafd2",
            "kind": "empresa",
            "canonical_name": "ALTAVISION LIMITADA"
          },
          "direction": "out",
          "count": 17,
          "monto_sum": 82912429.0,
          "date_min": "2024-07-10",
          "date_max": "2026-03-16",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-12",
              "date_to": "2025-06-12",
              "monto": 5076540.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-457-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-18",
              "date_to": "2025-06-18",
              "monto": 846090.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-479-SE25"
            }
          ]
        },
        {
          "other": {
            "id": "f643dff1-5fda-4541-98af-02a4a3d2e3d1",
            "kind": "empresa",
            "canonical_name": "ENTEL CHILE S.A. - Oficina Comercial Los Angeles"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": 82352373.0,
          "date_min": "2023-11-30",
          "date_max": "2023-11-30",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2023-11-30",
              "date_to": "2023-11-30",
              "monto": 82352373.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-251-CM23"
            }
          ]
        },
        {
          "other": {
            "id": "fa29ed8f-59ba-4376-b467-8db7a7682b88",
            "kind": "empresa",
            "canonical_name": "Mario andres"
          },
          "direction": "out",
          "count": 3,
          "monto_sum": 79492660.0,
          "date_min": "2024-04-09",
          "date_max": "2024-07-17",
          "sample": []
        },
        {
          "other": {
            "id": "0d4f181d-77d2-429e-823e-fcf9b770496d",
            "kind": "empresa",
            "canonical_name": "ProMarco y Cia Ltda"
          },
          "direction": "out",
          "count": 12,
          "monto_sum": 78173595.0,
          "date_min": "2025-04-15",
          "date_max": "2026-04-28",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-05",
              "date_to": "2025-06-05",
              "monto": 374850.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-441-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-05",
              "date_to": "2025-06-05",
              "monto": 517650.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-442-SE25"
            }
          ]
        },
        {
          "other": {
            "id": "5aed1e2c-2780-48a9-94d2-d60059b4c320",
            "kind": "empresa",
            "canonical_name": "RRJ CHILE LIMITADA"
          },
          "direction": "out",
          "count": 7,
          "monto_sum": 77395781.0,
          "date_min": "2024-05-27",
          "date_max": "2026-04-10",
          "sample": []
        }
      ],
      "rest": {
        "counterparties": 836,
        "count": 1684,
        "monto_sum": 6601579151.0
      }
    },
    "lobby": {
      "total": 7,
      "monto_sum": null,
      "groups": [
        {
          "other": {
            "id": "35b39b44-9ef6-4fca-aef2-84cf9e0bdfc8",
            "kind": "persona",
            "canonical_name": "Gonzalo Niño"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": null,
          "date_max": null,
          "sample": [
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.95,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        },
        {
          "other": {
            "id": "62af74da-dfd8-41e0-adb3-ecdc3f2ea708",
            "kind": "persona",
            "canonical_name": "María Cecilia Zepeda Rivas"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": null,
          "date_max": null,
          "sample": [
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.95,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        },
        {
          "other": {
            "id": "8217cb90-de3d-4b85-9f58-c44626bfb179",
            "kind": "persona",
            "canonical_name": "Héctor Plaza"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": null,
          "date_max": null,
          "sample": [
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.95,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        },
        {
          "other": {
            "id": "94a6a28d-ff23-4296-95ce-cbbcca2efd16",
            "kind": "persona",
            "canonical_name": "Gonzalo Granifo"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": null,
          "date_max": null,
          "sample": [
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.95,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        },
        {
          "other": {
            "id": "a48f7a61-7e75-4403-adf6-4cc96a87681f",
            "kind": "persona",
            "canonical_name": "Jose Bernardo Rodolgo Guerra Amaya"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": null,
          "date_max": null,
          "sample": [
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.95,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        },
        {
          "other": {
            "id": "cdb18648-ec39-469b-8cb3-1ca451cbad85",
            "kind": "persona",
            "canonical_name": "Julio Parra"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": null,
          "date_max": null,
          "sample": [
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.95,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        },
        {
          "other": {
            "id": "f2ccd27d-3fbf-4a77-95c9-bdeef103dbf3",
            "kind": "persona",
            "canonical_name": "Paula Monsalves Manso"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": null,
          "date_max": null,
          "sample": [
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.95,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        }
      ],
      "rest": null
    }
  },
  "card_updated_at": null,
  "insights": {
    "stats": {
      "grado": 2319,
      "monto_sum": 23067702412.0,
      "grado_pctl": 0.5906040268456376,
      "monto_pctl": 0.8120805369127517,
      "sector_code": "municipal"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-06-11",
            "monto": 9506910.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-452-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-06-09",
            "monto": 12301565.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-448-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-06-18",
            "monto": 852337.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-482-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-06-13",
            "monto": 683060.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-469-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-06-05",
            "monto": 397460.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-434-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-02-13",
            "monto": 34722027.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-31-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-06-17",
            "monto": 10230369.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-351-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-07-31",
            "monto": 2044364.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-446-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-07-02",
            "monto": 14567584.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-330-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-08-23",
            "monto": 37726046.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-549-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-13",
            "monto": 26213064.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-621-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-12",
            "monto": 13302217.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-607-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-10",
            "monto": 6949367.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-606-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-06",
            "monto": 1166528.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-592-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-10-16",
            "monto": 1334549.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-394-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-10-17",
            "monto": 2821242.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-701-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-11-05",
            "monto": 2080731.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-727-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-11-19",
            "monto": 3857980.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-758-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-10",
            "monto": 328142.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-816-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-04",
            "monto": 2323951.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-808-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-01-21",
            "monto": 3709825.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-69-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-01-14",
            "monto": 7094780.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-41-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-01-07",
            "monto": 3716370.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-21-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-01-30",
            "monto": 5554622.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-91-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-01-23",
            "monto": 874947.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-78-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-01-07",
            "monto": 1640772.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-22-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-02-13",
            "monto": 11316005.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-129-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-03-13",
            "monto": 1216180.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-205-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-03-05",
            "monto": 228480.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-183-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-03-24",
            "monto": 9349473.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-225-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-03-20",
            "monto": 2983806.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-220-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-03-13",
            "monto": 2084880.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-204-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-04-23",
            "monto": 1603501.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-307-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-04-11",
            "monto": 8427841.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-294-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-05-15",
            "monto": 11258090.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-374-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-05-12",
            "monto": 2513280.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-350-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-05-15",
            "monto": 3486700.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-373-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-05-15",
            "monto": 2796464.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-375-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-05-15",
            "monto": 2082500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-376-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-05-19",
            "monto": 2930851.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-381-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-05-19",
            "monto": 452676.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-382-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-05-14",
            "monto": 823480.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-366-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-02",
            "monto": 5087250.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-508-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-08",
            "monto": 198254.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-641-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-27",
            "monto": 3949955.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-681-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-08",
            "monto": 1788570.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-722-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-29",
            "monto": 12471200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-1729-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-16",
            "monto": 1720859.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-1687-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-16",
            "monto": 8424605.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-1689-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-05",
            "monto": 1183812.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-719-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-23",
            "monto": 1335180.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-1796-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-07",
            "monto": 1261400.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-1754-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-22",
            "monto": 178500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-1819-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-14",
            "monto": 116620.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-1767-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-24",
            "monto": 749222.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-1829-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-23",
            "monto": 2016764.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-1828-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-14",
            "monto": 1568420.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-1768-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-07",
            "monto": 5695935.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-1755-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-20",
            "monto": 4020783.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-1920-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-05",
            "monto": 1088850.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-1863-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-24",
            "monto": 1215823.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-1952-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-03",
            "monto": 765318.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-1846-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-28",
            "monto": 202300.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-1985-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-30",
            "monto": 1026627.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-10216-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-02",
            "monto": 2059176.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-1993-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-30",
            "monto": 571200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-10217-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-04",
            "monto": 1511300.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-2013-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-01-20",
            "monto": 1169770.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-30-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-02-27",
            "monto": 683060.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-135-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-02-02",
            "monto": 4200033.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-72-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-02-03",
            "monto": 1597490.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-79-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-02-03",
            "monto": 2783112.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-37-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-02-20",
            "monto": 229670.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-116-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-02-13",
            "monto": 627725.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-100-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-02-02",
            "monto": 414001.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-73-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-02-02",
            "monto": 3516450.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-67-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-12",
            "monto": 1195950.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-164-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-04",
            "monto": 371280.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-151-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-30",
            "monto": 589050.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-197-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-15",
            "monto": 1367507.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-227-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-01",
            "monto": 345100.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-207-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-13",
            "monto": 3187986.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-221-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-30",
            "monto": 2945250.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-266-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-13",
            "monto": 3970982.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-220-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-01",
            "monto": 190400.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-208-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-05",
            "monto": 5310688.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1233600-30-L126",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-12",
            "monto": 17492236.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-313-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-12",
            "monto": 6319718.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-322-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "5826b194-9e54-4464-877c-482091c41e95",
            "kind": "institucion_publica",
            "name": "CORP MUNICIPAL DE RENCA",
            "role": "ancla"
          },
          {
            "id": "b41fed5b-7d04-487a-85dc-92b4ae5e7a3b",
            "kind": "empresa",
            "name": "BEPLAN SPA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 388270397.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-24",
            "monto": 250.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1233600-65-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-17",
            "monto": 7561141.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-1707-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-08",
            "monto": 5413325.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-1757-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-11",
            "monto": 7223805.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-1888-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-01-22",
            "monto": 2443309.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-38-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-01-08",
            "monto": 2685309.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-12-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-02-16",
            "monto": 5035009.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-75-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-20",
            "monto": 8633971.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-183-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-15",
            "monto": 59999999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-174-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "5826b194-9e54-4464-877c-482091c41e95",
            "kind": "institucion_publica",
            "name": "CORP MUNICIPAL DE RENCA",
            "role": "ancla"
          },
          {
            "id": "878b7a0f-b068-4a2a-9c17-051f92fb6c9f",
            "kind": "empresa",
            "name": "PARACLINICS",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 98996118.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-21",
            "monto": 29184000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1233600-61-LP25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-20",
            "monto": 34728960.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-558-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "5826b194-9e54-4464-877c-482091c41e95",
            "kind": "institucion_publica",
            "name": "CORP MUNICIPAL DE RENCA",
            "role": "ancla"
          },
          {
            "id": "c2717f35-670a-45ea-ad6f-bbea1e176cd5",
            "kind": "empresa",
            "name": "B2B PCW SPA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 63912960.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2026-05-22",
            "monto": 2594200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-308-TD26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-09",
            "monto": 3.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1233600-28-LE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-24",
            "monto": 1636250.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-344-TD26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-07-06",
            "monto": 45220000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-352-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "5826b194-9e54-4464-877c-482091c41e95",
            "kind": "institucion_publica",
            "name": "CORP MUNICIPAL DE RENCA",
            "role": "ancla"
          },
          {
            "id": "8404be7a-9eec-4d9d-ad01-3e4fbbf89d04",
            "kind": "empresa",
            "name": "MIGUEL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 49450453.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-07",
            "monto": 11890396.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1233600-62-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-29",
            "monto": 14149571.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-517-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-01",
            "monto": 841656.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-698-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "5826b194-9e54-4464-877c-482091c41e95",
            "kind": "institucion_publica",
            "name": "CORP MUNICIPAL DE RENCA",
            "role": "ancla"
          },
          {
            "id": "d7ab2480-1cc4-4f77-89fa-5bd6f56e1354",
            "kind": "persona",
            "name": "VÍCTOR HUGO ALMONACID ULLOA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 26881623.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-14",
            "monto": 3240306.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1233600-64-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-08",
            "monto": 3855600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-640-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-29",
            "monto": 3570000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-538-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-05",
            "monto": 1392300.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-720-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-28",
            "monto": 4165000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-1840-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-27",
            "monto": 571200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-1972-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-02-12",
            "monto": 2391900.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-97-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-05-06",
            "monto": 1683850.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-272-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "5826b194-9e54-4464-877c-482091c41e95",
            "kind": "institucion_publica",
            "name": "CORP MUNICIPAL DE RENCA",
            "role": "ancla"
          },
          {
            "id": "40ee099b-1b1c-4e71-ace6-2bdd545c4230",
            "kind": "empresa",
            "name": "MANTENCIONES RODRIGO VALENZUELA E.I.R.L.",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 20870156.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-23",
            "monto": 9205212.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1233600-63-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-18",
            "monto": 10954202.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1233600-562-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "5826b194-9e54-4464-877c-482091c41e95",
            "kind": "institucion_publica",
            "name": "CORP MUNICIPAL DE RENCA",
            "role": "ancla"
          },
          {
            "id": "02829fde-223c-4c19-980d-90e4903555f6",
            "kind": "empresa",
            "name": "BIOQUIMICA.CL.S.A.",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 20159414.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 883,
        "monto": 15743874062.0,
        "share": 0.6800293822175552
      },
      "periodo": {
        "desde": "2023-07-05",
        "hasta": "2026-07-21"
      },
      "monto_total": 23151755606.0,
      "n_contratos": 2329,
      "serie_anual": [
        {
          "anio": 2023,
          "monto": 912332217.0
        },
        {
          "anio": 2024,
          "monto": 11071473438.0
        },
        {
          "anio": 2025,
          "monto": 7684824773.0
        },
        {
          "anio": 2026,
          "monto": 3483125178.0
        }
      ],
      "td_conocidos": 2320,
      "n_contrapartes": 886,
      "n_trato_directo": 866,
      "top_contrapartes": [
        {
          "id": "a75e0604-0a38-49ec-b92d-75c53114ceed",
          "name": "SUAT SPA",
          "monto": 3161388229.0,
          "share": 0.13655069113552218
        },
        {
          "id": "587a0af4-5062-4659-a702-4d5c0dd43652",
          "name": "GOPA SOLUCIONES SPA",
          "monto": 2243590893.0,
          "share": 0.0969080242199236
        },
        {
          "id": "8dc84014-7558-428a-9325-dafdfe6790eb",
          "name": "FRANCISCO JAVIER",
          "monto": 2002902422.0,
          "share": 0.08651190242699903
        }
      ],
      "pct_trato_directo": 0.3732758620689655
    },
    "senales": [
      "866 de sus 2320 contratos con dato fueron por trato directo (37%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}