{
  "id": "6b3d0b46-5bd4-44cf-9f64-3abd450af3f3",
  "kind": "empresa",
  "canonical_name": "COMERCIALIZADORA  H Y C LIMITADA",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "77399254-1"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 3247,
      "monto_sum": 3983949270.0,
      "groups": [
        {
          "other": {
            "id": "1baa9e12-9a5c-4d84-b089-7cba6f7e0f53",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO LOCAL DE EDUCACION COSTA ARAUCANIA"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 386720173.0,
          "date_min": "2022-04-11",
          "date_max": "2025-11-10",
          "sample": []
        },
        {
          "other": {
            "id": "92720092-5894-46b9-b8b5-b51ff34821eb",
            "kind": "institucion_publica",
            "canonical_name": "Municipalidad de Purén \\ DEPTO.DE SALUD"
          },
          "direction": "in",
          "count": 394,
          "monto_sum": 363286609.0,
          "date_min": "2022-03-01",
          "date_max": "2026-07-13",
          "sample": [
            {
              "date": "2026-06-02",
              "monto": 743874.0,
              "date_to": "2026-06-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3808-105-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-05-24",
              "monto": 543741.0,
              "date_to": "2023-05-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3808-163-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-10-05",
              "monto": 758999.0,
              "date_to": "2022-10-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3808-312-SE22",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-07-15",
              "monto": 84780.0,
              "date_to": "2025-07-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3808-183-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-02-27",
              "monto": 998486.0,
              "date_to": "2026-02-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3808-16-SE26",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-07-22",
              "monto": 428043.0,
              "date_to": "2024-07-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=755145-56-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-08-09",
              "monto": 1951561.0,
              "date_to": "2024-08-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3808-264-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-10-30",
              "monto": 239989.0,
              "date_to": "2025-10-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=844519-67-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-10-30",
              "monto": 1799547.0,
              "date_to": "2024-10-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=844519-123-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-11-27",
              "monto": 472601.0,
              "date_to": "2024-11-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5131-136-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4e5e1a17-0fe8-444b-a9c5-af6f2122a874",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Lumaco"
          },
          "direction": "in",
          "count": 248,
          "monto_sum": 306680495.0,
          "date_min": "2022-12-05",
          "date_max": "2026-07-10",
          "sample": [
            {
              "date": "2025-01-10",
              "monto": 323064.0,
              "date_to": "2025-01-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4408-2-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-10-11",
              "monto": 271034.0,
              "date_to": "2023-10-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4408-608-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-10-30",
              "monto": 496603.0,
              "date_to": "2023-10-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4408-666-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-02-17",
              "monto": 308990.0,
              "date_to": "2023-02-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4408-17-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-01-23",
              "monto": 730387.0,
              "date_to": "2025-01-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4408-30-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-10-01",
              "monto": 79195.0,
              "date_to": "2024-10-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4408-573-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-11-14",
              "monto": 6961868.0,
              "date_to": "2023-11-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4408-754-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-04-15",
              "monto": 942508.0,
              "date_to": "2024-04-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4408-112-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "02ca26db-5f1a-4ce8-ab05-c0c477fe89ec",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Pitrufquen"
          },
          "direction": "in",
          "count": 211,
          "monto_sum": 294915948.0,
          "date_min": "2021-10-22",
          "date_max": "2026-06-02",
          "sample": [
            {
              "date": "2022-04-25",
              "monto": 1655078.0,
              "date_to": "2022-04-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3751-161-SE22",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-11-30",
              "monto": 104417.0,
              "date_to": "2022-11-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3751-854-SE22",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-11-17",
              "monto": 167812.0,
              "date_to": "2022-11-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3751-800-SE22",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-10-17",
              "monto": 923262.0,
              "date_to": "2023-10-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3751-751-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6a2ea0ac-f145-471e-bbbb-d546c67af3d2",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Vilcún"
          },
          "direction": "in",
          "count": 109,
          "monto_sum": 220605753.0,
          "date_min": "2021-12-02",
          "date_max": "2026-07-14",
          "sample": [
            {
              "date": "2023-12-31",
              "monto": 526773.0,
              "date_to": "2023-12-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3494-592-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-11-25",
              "monto": 3999988.0,
              "date_to": "2022-11-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3494-1103-SE22",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-09-23",
              "monto": 2170463.0,
              "date_to": "2022-09-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3494-773-SE22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5b2e5e47-ecfb-441b-a5d6-3dd6549283a1",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cunco"
          },
          "direction": "in",
          "count": 77,
          "monto_sum": 210970793.0,
          "date_min": "2022-02-16",
          "date_max": "2026-07-02",
          "sample": [
            {
              "date": "2022-08-11",
              "monto": 2722297.0,
              "date_to": "2022-08-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4285-253-SE22",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-02-17",
              "monto": 1193270.0,
              "date_to": "2023-02-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4285-6-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-06-13",
              "monto": 3247628.0,
              "date_to": "2022-06-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4285-166-SE22",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-12-28",
              "monto": 1899949.0,
              "date_to": "2023-12-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4285-353-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-06-13",
              "monto": 2551041.0,
              "date_to": "2025-06-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4284-256-CM25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "58081bee-807c-498d-b670-db13b9673113",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Curacautín"
          },
          "direction": "in",
          "count": 111,
          "monto_sum": 175546982.0,
          "date_min": "2022-10-13",
          "date_max": "2026-04-30",
          "sample": [
            {
              "date": "2024-12-19",
              "monto": 797794.0,
              "date_to": "2024-12-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4114-437-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-08-29",
              "monto": 1.0,
              "date_to": "2023-08-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4114-330-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-12-13",
              "monto": 545757.0,
              "date_to": "2023-12-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4114-637-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-05-09",
              "monto": 4057399.0,
              "date_to": "2024-05-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4114-133-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-08-22",
              "monto": 6988480.0,
              "date_to": "2023-08-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4114-273-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-09-21",
              "monto": 1848457.0,
              "date_to": "2023-09-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4114-395-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-11-28",
              "monto": 33979.0,
              "date_to": "2023-11-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4114-578-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "3bb413d2-6d09-4fb5-bac0-3d41b34b17b3",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Melipeuco"
          },
          "direction": "in",
          "count": 191,
          "monto_sum": 128560324.0,
          "date_min": "2021-09-20",
          "date_max": "2026-07-08",
          "sample": [
            {
              "date": "2025-11-06",
              "monto": 286095.0,
              "date_to": "2025-11-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4124-202-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-11-07",
              "monto": 170605.0,
              "date_to": "2022-11-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4124-223-SE22",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-06-09",
              "monto": 99998.0,
              "date_to": "2023-06-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4113-438-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-04-08",
              "monto": 1361367.0,
              "date_to": "2025-04-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4113-227-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-03-27",
              "monto": 16989.0,
              "date_to": "2023-03-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4113-211-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-05-30",
              "monto": 499996.0,
              "date_to": "2025-05-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4113-362-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-05-12",
              "monto": 273748.0,
              "date_to": "2023-05-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4125-117-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-02-16",
              "monto": 329027.0,
              "date_to": "2026-02-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4113-143-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-04-16",
              "monto": 199798.0,
              "date_to": "2025-04-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4113-251-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-07-27",
              "monto": 190861.0,
              "date_to": "2023-07-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4113-613-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "00151795-d53e-4f26-92ea-d2863561dac8",
            "kind": "institucion_publica",
            "canonical_name": "Corporación Municipal de Panguipulli"
          },
          "direction": "in",
          "count": 29,
          "monto_sum": 119942458.0,
          "date_min": "2023-06-07",
          "date_max": "2026-07-14",
          "sample": [
            {
              "date": "2023-07-13",
              "monto": 1236796.0,
              "date_to": "2023-07-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1260553-239-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-06-02",
              "monto": 1499809.0,
              "date_to": "2026-06-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267926-35-SE26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a6974307-d604-4556-8f04-7713813251b3",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Lautaro"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 99662733.0,
          "date_min": "2021-12-10",
          "date_max": "2026-05-19",
          "sample": []
        },
        {
          "other": {
            "id": "ee8fac1c-19d3-4a16-8cb8-eb42d7b48ff8",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TEMUCO"
          },
          "direction": "in",
          "count": 78,
          "monto_sum": 80598959.0,
          "date_min": "2021-10-04",
          "date_max": "2026-05-28",
          "sample": [
            {
              "date": "2023-06-13",
              "monto": 610948.0,
              "date_to": "2023-06-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5060-440-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-04-10",
              "monto": 287999.0,
              "date_to": "2024-04-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5060-123-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-07-20",
              "monto": 256800.0,
              "date_to": "2024-07-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1658-2420-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "69270c14-5587-4470-b5dd-9c9c8808b20a",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE PADRE LAS CASAS"
          },
          "direction": "in",
          "count": 61,
          "monto_sum": 79819777.0,
          "date_min": "2023-02-20",
          "date_max": "2026-07-07",
          "sample": [
            {
              "date": "2025-01-28",
              "monto": 1904967.0,
              "date_to": "2025-01-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2547-27-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-09-04",
              "monto": 1615330.0,
              "date_to": "2023-09-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2547-385-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "24a9cd20-1019-447f-bf22-1aed887b8c30",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Loncoche"
          },
          "direction": "in",
          "count": 60,
          "monto_sum": 78575839.0,
          "date_min": "2022-06-28",
          "date_max": "2026-07-02",
          "sample": [
            {
              "date": "2024-04-08",
              "monto": 29750.0,
              "date_to": "2024-04-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3200-218-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2246663f-74ad-4f8a-ba55-428f9e558996",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE ANGOL"
          },
          "direction": "in",
          "count": 48,
          "monto_sum": 71720455.0,
          "date_min": "2022-11-30",
          "date_max": "2026-07-17",
          "sample": [
            {
              "date": "2026-06-22",
              "monto": 753165.0,
              "date_to": "2026-06-22",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2736-17-L126",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-06-28",
              "monto": 1179009.0,
              "date_to": "2024-06-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1211928-10-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-06-22",
              "monto": 896266.0,
              "date_to": "2026-06-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2736-210-SE26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "125d2199-342f-4b59-9db8-de74872ecc0f",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO LOCAL DE EDUCACIÓN PÚBLICA DE VALDIVIA"
          },
          "direction": "in",
          "count": 52,
          "monto_sum": 70267372.0,
          "date_min": "2024-05-08",
          "date_max": "2026-07-15",
          "sample": [
            {
              "date": "2026-03-30",
              "monto": 391713.0,
              "date_to": "2026-03-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1432083-531-AG26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "63455a5a-5273-4db9-8eb5-882c47650382",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Perquenco"
          },
          "direction": "in",
          "count": 14,
          "monto_sum": 66799622.0,
          "date_min": "2021-11-16",
          "date_max": "2026-04-24",
          "sample": [
            {
              "date": "2021-12-13",
              "monto": 364287.0,
              "date_to": "2021-12-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4323-366-AG21",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "3d7f77bf-493a-44a4-a478-e91c074882fb",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Villarrica"
          },
          "direction": "in",
          "count": 33,
          "monto_sum": 59542445.0,
          "date_min": "2021-12-28",
          "date_max": "2026-06-22",
          "sample": []
        },
        {
          "other": {
            "id": "24d58af1-90a9-48b9-b700-fc997fa4f95c",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE CURARREHUE"
          },
          "direction": "in",
          "count": 43,
          "monto_sum": 53293600.0,
          "date_min": "2022-03-23",
          "date_max": "2026-04-22",
          "sample": []
        },
        {
          "other": {
            "id": "afaead4f-f021-40b0-a40e-6006732d3ba2",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO SALUD ARAUCANIA HOSPITAL DE COLLIPULLI"
          },
          "direction": "in",
          "count": 26,
          "monto_sum": 52908648.0,
          "date_min": "2022-02-14",
          "date_max": "2025-09-26",
          "sample": [
            {
              "date": "2022-05-18",
              "monto": 140420.0,
              "date_to": "2022-05-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057387-245-SE22",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-07-18",
              "monto": 43768.0,
              "date_to": "2024-07-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057387-439-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "61e644b6-86b3-446e-b1ac-7dce49f21708",
            "kind": "institucion_publica",
            "canonical_name": "CENTRO DE FORMACION TECNICA DE LA REGION DE LA ARAUCANIA"
          },
          "direction": "in",
          "count": 234,
          "monto_sum": 52464978.0,
          "date_min": "2023-08-25",
          "date_max": "2026-07-09",
          "sample": [
            {
              "date": "2024-04-26",
              "monto": 234829.0,
              "date_to": "2024-04-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=986278-111-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-10-14",
              "monto": 249665.0,
              "date_to": "2024-10-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=986278-307-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-07-02",
              "monto": 95576.0,
              "date_to": "2025-07-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=986278-125-SE25",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-11-22",
              "monto": 63064.0,
              "date_to": "2024-11-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=986278-373-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-04-02",
              "monto": 713779.0,
              "date_to": "2026-04-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=986278-45-CM26",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-10-11",
              "monto": 643947.0,
              "date_to": "2023-10-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=986278-202-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-12-05",
              "monto": 752154.0,
              "date_to": "2024-12-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=986278-393-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-10-17",
              "monto": 76294.0,
              "date_to": "2023-10-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=986278-204-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-10-23",
              "monto": 52181.0,
              "date_to": "2024-10-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=986278-331-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-10-30",
              "monto": 9881.0,
              "date_to": "2024-10-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=986278-346-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "05b67dcd-d435-4069-9e4d-e7eda56a8683",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD ARAUCANIA SUR HOSPITAL CARAHUE"
          },
          "direction": "in",
          "count": 35,
          "monto_sum": 44878598.0,
          "date_min": "2023-04-10",
          "date_max": "2026-06-15",
          "sample": [
            {
              "date": "2023-06-30",
              "monto": 1816401.0,
              "date_to": "2023-06-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1951-201-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8ebe4403-f1b3-4f0b-ba05-f9e043965fdc",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cholchol"
          },
          "direction": "in",
          "count": 75,
          "monto_sum": 43937508.0,
          "date_min": "2024-05-30",
          "date_max": "2025-08-12",
          "sample": [
            {
              "date": "2024-08-12",
              "monto": 992719.0,
              "date_to": "2024-08-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4993-413-SE24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-11-12",
              "monto": 170113.0,
              "date_to": "2024-11-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4734-327-SE24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c6e5174d-5cdf-46ce-8e99-02569d03ff54",
            "kind": "institucion_publica",
            "canonical_name": "FUNDACION EDUCACIONAL PARA EL DESAROLLO INTEGRAL DE LA NIÑEZ"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 43360927.0,
          "date_min": "2025-11-03",
          "date_max": "2026-03-24",
          "sample": []
        },
        {
          "other": {
            "id": "075f915f-46af-4d5c-9494-af59a35b0776",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD ARAUCANIA SUR HOSPITAL DE NUEVA IMPERIAL"
          },
          "direction": "in",
          "count": 32,
          "monto_sum": 39469442.0,
          "date_min": "2023-09-08",
          "date_max": "2026-06-26",
          "sample": [
            {
              "date": "2025-11-06",
              "monto": 1302532.0,
              "date_to": "2025-11-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1979-3914-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8a951020-3690-4a30-a153-5b11b7fa64d1",
            "kind": "institucion_publica",
            "canonical_name": "Hospital Villarrica"
          },
          "direction": "in",
          "count": 47,
          "monto_sum": 39072159.0,
          "date_min": "2021-09-15",
          "date_max": "2026-01-30",
          "sample": [
            {
              "date": "2023-10-29",
              "monto": 2616068.0,
              "date_to": "2023-10-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1952-2120-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-01",
              "monto": 1713600.0,
              "date_to": "2025-08-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1952-2510-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-02-17",
              "monto": 157437.0,
              "date_to": "2025-02-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1952-447-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5ebf1aa9-4a7a-409c-b132-ba9876dbedef",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Lonquimay"
          },
          "direction": "in",
          "count": 81,
          "monto_sum": 38244675.0,
          "date_min": "2022-08-30",
          "date_max": "2026-06-22",
          "sample": [
            {
              "date": "2022-10-21",
              "monto": 197048.0,
              "date_to": "2022-10-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4057-821-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-03-16",
              "monto": 449999.0,
              "date_to": "2026-03-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4050-164-AG26",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-07-03",
              "monto": 131614.0,
              "date_to": "2024-07-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4050-451-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-02-14",
              "monto": 224961.0,
              "date_to": "2025-02-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4057-22-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "12857b7b-70aa-4a0b-8e01-86cd35c0396b",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Galvarino"
          },
          "direction": "in",
          "count": 31,
          "monto_sum": 36263897.0,
          "date_min": "2021-10-20",
          "date_max": "2025-04-28",
          "sample": []
        },
        {
          "other": {
            "id": "ced9dbc0-bf11-4aec-88e5-b960aee2630b",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Lanco"
          },
          "direction": "in",
          "count": 44,
          "monto_sum": 34095317.0,
          "date_min": "2022-08-10",
          "date_max": "2026-04-13",
          "sample": [
            {
              "date": "2023-05-18",
              "monto": 1575421.0,
              "date_to": "2023-05-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2907-234-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-05-05",
              "monto": 1045235.0,
              "date_to": "2023-05-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2907-229-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5057cbee-9883-43c9-9c9a-38bde7ea863b",
            "kind": "institucion_publica",
            "canonical_name": "POLICIA DE INVESTIGACIONES DE CHILE"
          },
          "direction": "in",
          "count": 71,
          "monto_sum": 32119036.0,
          "date_min": "2023-03-01",
          "date_max": "2024-07-29",
          "sample": [
            {
              "date": "2023-08-17",
              "monto": 39959.0,
              "date_to": "2023-08-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3290-290-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "165f8b02-5def-4374-8195-778aea56fcc9",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD VALDIVIA"
          },
          "direction": "in",
          "count": 24,
          "monto_sum": 30101763.0,
          "date_min": "2023-02-08",
          "date_max": "2026-04-09",
          "sample": [
            {
              "date": "2024-09-17",
              "monto": 284433.0,
              "date_to": "2024-09-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2280-1443-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1614db36-d00b-4993-93dc-5173f9ff00d0",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de La Unión"
          },
          "direction": "in",
          "count": 25,
          "monto_sum": 27420947.0,
          "date_min": "2024-05-29",
          "date_max": "2026-06-03",
          "sample": [
            {
              "date": "2026-06-03",
              "monto": 1225809.0,
              "date_to": "2026-06-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4777-452-AG26",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "794e34f9-42e3-4a61-a715-85fb5be3dc21",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LAGO RANCO"
          },
          "direction": "in",
          "count": 35,
          "monto_sum": 26969837.0,
          "date_min": "2024-04-04",
          "date_max": "2026-07-08",
          "sample": [
            {
              "date": "2025-02-28",
              "monto": 488472.0,
              "date_to": "2025-02-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=630424-104-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ec08d282-26c9-49ea-b473-fb4bde47fd7c",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Freire"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 24909298.0,
          "date_min": "2021-12-27",
          "date_max": "2026-07-17",
          "sample": [
            {
              "date": "2026-07-17",
              "monto": 1533363.0,
              "date_to": "2026-07-17",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3890-98-L126",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-09-21",
              "monto": 855446.0,
              "date_to": "2022-09-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3933-131-SE22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7d1ee56a-d41c-4fa4-af82-c38d5e53b3c6",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Los Sauces"
          },
          "direction": "in",
          "count": 18,
          "monto_sum": 23347851.0,
          "date_min": "2023-02-03",
          "date_max": "2026-05-13",
          "sample": []
        },
        {
          "other": {
            "id": "9b457754-0c9a-4751-adcf-07c735508731",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE NUEVA IMPERIAL"
          },
          "direction": "in",
          "count": 61,
          "monto_sum": 22625381.0,
          "date_min": "2022-11-09",
          "date_max": "2026-06-18",
          "sample": [
            {
              "date": "2025-02-07",
              "monto": 1388099.0,
              "date_to": "2025-02-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3485-69-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5d2c3978-d27d-47d4-aef2-357519fb9239",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO SALUD ARAUCANIA SUR HOSPITAL PITRUFQUEN"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 20815871.0,
          "date_min": "2023-11-07",
          "date_max": "2026-02-12",
          "sample": [
            {
              "date": "2025-11-21",
              "monto": 18323025.0,
              "date_to": "2025-11-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1950-3765-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f2c15c4a-0933-48e5-988c-6e6326b9e243",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Pucón"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 20165996.0,
          "date_min": "2022-12-23",
          "date_max": "2026-03-18",
          "sample": []
        },
        {
          "other": {
            "id": "49e19694-4887-4b50-bd66-48f9bab8cd6a",
            "kind": "institucion_publica",
            "canonical_name": "Universidad de la Frontera"
          },
          "direction": "in",
          "count": 25,
          "monto_sum": 19407515.0,
          "date_min": "2021-09-29",
          "date_max": "2026-06-25",
          "sample": [
            {
              "date": "2023-12-20",
              "monto": 559962.0,
              "date_to": "2023-12-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-7283-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-04-12",
              "monto": 246306.0,
              "date_to": "2023-04-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-1432-AG23",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-05-25",
              "monto": 419214.0,
              "date_to": "2024-05-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-2304-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e8e08bbb-458f-42c4-a03b-457b693f05b2",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Coronel"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 17459703.0,
          "date_min": "2024-10-03",
          "date_max": "2024-12-18",
          "sample": []
        },
        {
          "other": {
            "id": "c8b24404-1798-4059-8149-9ce54d77d334",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Futrono"
          },
          "direction": "in",
          "count": 26,
          "monto_sum": 17114672.0,
          "date_min": "2024-05-22",
          "date_max": "2026-07-08",
          "sample": []
        },
        {
          "other": {
            "id": "55ddc0d8-eef1-4956-a452-5541d019665a",
            "kind": "institucion_publica",
            "canonical_name": "Municipalidad de Gorbea"
          },
          "direction": "in",
          "count": 23,
          "monto_sum": 16214340.0,
          "date_min": "2021-12-22",
          "date_max": "2026-07-03",
          "sample": []
        },
        {
          "other": {
            "id": "3b2e9a62-30fc-4c7e-b10b-e23346f8ef2e",
            "kind": "institucion_publica",
            "canonical_name": "HOSPITAL COMPLEJO ASISTENCIAL PADRE LAS CASAS"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 15568071.0,
          "date_min": "2023-02-13",
          "date_max": "2026-01-23",
          "sample": []
        },
        {
          "other": {
            "id": "e3f0a3cb-f4c2-4c3a-a3c8-9a0fe9767d0d",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE VICTORIA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 15094676.0,
          "date_min": "2022-06-01",
          "date_max": "2026-05-18",
          "sample": []
        },
        {
          "other": {
            "id": "da447ab5-5eca-48a9-930e-6bebd4574b12",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Ranquil"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 13816660.0,
          "date_min": "2025-05-06",
          "date_max": "2025-05-06",
          "sample": []
        },
        {
          "other": {
            "id": "d7b57148-20f8-464e-b186-4c2e232e7db3",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE TRAIGUEN"
          },
          "direction": "in",
          "count": 20,
          "monto_sum": 12720432.0,
          "date_min": "2023-06-27",
          "date_max": "2026-07-14",
          "sample": [
            {
              "date": "2024-10-08",
              "monto": 823242.0,
              "date_to": "2024-10-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3517-238-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d970852d-fee6-47a0-9267-4100803a9361",
            "kind": "institucion_publica",
            "canonical_name": "JUNTA NACIONAL DE JARDINES         INFANTILES"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 12703745.0,
          "date_min": "2024-12-19",
          "date_max": "2025-08-08",
          "sample": [
            {
              "date": "2025-08-06",
              "monto": 5472770.0,
              "date_to": "2025-08-06",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1576-27-LP25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "972e314a-1f5e-440b-a1b7-43f25a7c80c8",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CARAHUE"
          },
          "direction": "in",
          "count": 17,
          "monto_sum": 12066911.0,
          "date_min": "2023-09-07",
          "date_max": "2026-07-14",
          "sample": [
            {
              "date": "2024-08-21",
              "monto": 372195.0,
              "date_to": "2024-08-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3516-650-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e1500186-6d63-41f3-8198-c82cc833c9f1",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 15,
          "monto_sum": 11881460.0,
          "date_min": "2023-09-08",
          "date_max": "2026-05-05",
          "sample": []
        },
        {
          "other": {
            "id": "3c5fccb5-b22f-4b0b-bedc-a254e7c3d373",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Ercilla"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 11288976.0,
          "date_min": "2022-02-22",
          "date_max": "2026-06-16",
          "sample": []
        },
        {
          "other": {
            "id": "b22b44a1-720f-4d74-bef8-d377c4d90c1f",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Renaico"
          },
          "direction": "in",
          "count": 19,
          "monto_sum": 10925035.0,
          "date_min": "2021-11-03",
          "date_max": "2026-05-13",
          "sample": []
        }
      ],
      "rest": {
        "counterparties": 152,
        "count": 437,
        "monto_sum": 277004608.0
      }
    }
  },
  "card_updated_at": "2026-07-21T06:54:19.275522+00:00",
  "insights": {
    "stats": {
      "grado": 3206,
      "monto_sum": 3965056457.0,
      "grado_pctl": 0.9430592991913747,
      "monto_pctl": 0.8601752021563343,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2022-11-30",
            "monto": 2002127.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2747-70-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-01-13",
            "monto": 5599098.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2753-8-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-06-20",
            "monto": 1612954.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1211925-1-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-08-10",
            "monto": 2499434.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4263-20-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-08-22",
            "monto": 2766873.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2753-43-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-09-11",
            "monto": 2986798.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4260-50-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-09-04",
            "monto": 2623842.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2751-59-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-10-05",
            "monto": 390668.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2736-463-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-28",
            "monto": 899950.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1211932-10-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-12-01",
            "monto": 14039511.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2749-81-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-03-19",
            "monto": 2293463.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2745-24-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-04-16",
            "monto": 2269251.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4263-10-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-04-23",
            "monto": 1265272.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2751-14-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-04-23",
            "monto": 298054.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2745-47-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-05-14",
            "monto": 353593.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2736-266-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-05-13",
            "monto": 986239.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4264-3-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-05-28",
            "monto": 1523314.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2752-22-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-05-24",
            "monto": 743357.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4262-20-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-06-28",
            "monto": 1179009.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1211928-10-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-06-07",
            "monto": 728197.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1211925-4-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-06-28",
            "monto": 968873.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1211933-3-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-08-07",
            "monto": 338555.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4262-27-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-30",
            "monto": 1418633.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1211933-7-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-10-15",
            "monto": 78540.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2745-129-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-10-10",
            "monto": 394467.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2736-537-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-10-10",
            "monto": 342172.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2736-536-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-10-21",
            "monto": 517352.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2752-37-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-10-17",
            "monto": 356986.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4277-10-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-17",
            "monto": 839396.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1211932-8-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-16",
            "monto": 2759072.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2744-942-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-01-30",
            "monto": 294906.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2736-50-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-02-07",
            "monto": 648147.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2736-61-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-30",
            "monto": 964052.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4260-72-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-11",
            "monto": 618258.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2744-848-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-02",
            "monto": 254755.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2736-50-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-05-19",
            "monto": 1046922.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1211927-2-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-05-15",
            "monto": 6868821.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2745-74-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-05-14",
            "monto": 122711.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2745-76-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-05-13",
            "monto": 1312918.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1211922-2-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-05-15",
            "monto": 51342.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2751-9-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-10",
            "monto": 73292.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4277-2-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-10",
            "monto": 703207.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2744-188-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-22",
            "monto": 753165.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2736-17-L126",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-22",
            "monto": 896266.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2736-210-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-25",
            "monto": 396092.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2736-217-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-06-19",
            "monto": 278771.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2745-102-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "6b3d0b46-5bd4-44cf-9f64-3abd450af3f3",
            "kind": "empresa",
            "name": "COMERCIALIZADORA  H Y C LIMITADA",
            "role": "ancla"
          },
          {
            "id": "2246663f-74ad-4f8a-ba55-428f9e558996",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE ANGOL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 70358675.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-08-06",
            "monto": 5472770.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1576-27-LP25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-19",
            "monto": 129329.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5538-709-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-19",
            "monto": 341292.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5538-710-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-19",
            "monto": 247758.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5538-708-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-08",
            "monto": 3205586.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1576-216-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-08",
            "monto": 3307010.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1576-228-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "6b3d0b46-5bd4-44cf-9f64-3abd450af3f3",
            "kind": "empresa",
            "name": "COMERCIALIZADORA  H Y C LIMITADA",
            "role": "ancla"
          },
          {
            "id": "d970852d-fee6-47a0-9267-4100803a9361",
            "kind": "institucion_publica",
            "name": "JUNTA NACIONAL DE JARDINES         INFANTILES",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 12703745.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-09-22",
            "monto": 365100.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4429-48-L125",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-22",
            "monto": 434469.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4429-524-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-17",
            "monto": 2013212.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-539-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-01-29",
            "monto": 234879.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-82-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-02-02",
            "monto": 119769.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4152-95-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-16",
            "monto": 1133020.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4525-52-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "6b3d0b46-5bd4-44cf-9f64-3abd450af3f3",
            "kind": "empresa",
            "name": "COMERCIALIZADORA  H Y C LIMITADA",
            "role": "ancla"
          },
          {
            "id": "569be679-d241-4c72-9e5a-513bf3da446c",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Hualpen",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 4300449.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 199,
        "monto": 2927261993.0,
        "share": 0.7347638723823409
      },
      "periodo": {
        "desde": "2021-09-06",
        "hasta": "2026-07-17"
      },
      "monto_total": 3983949270.0,
      "n_contratos": 3247,
      "serie_anual": [
        {
          "anio": 2021,
          "monto": 36514317.0
        },
        {
          "anio": 2022,
          "monto": 939282803.0
        },
        {
          "anio": 2023,
          "monto": 1060738645.0
        },
        {
          "anio": 2024,
          "monto": 958157126.0
        },
        {
          "anio": 2025,
          "monto": 505183989.0
        },
        {
          "anio": 2026,
          "monto": 484072390.0
        }
      ],
      "td_conocidos": 3243,
      "n_contrapartes": 202,
      "n_trato_directo": 773,
      "top_contrapartes": [
        {
          "id": "1baa9e12-9a5c-4d84-b089-7cba6f7e0f53",
          "name": "SERVICIO LOCAL DE EDUCACION COSTA ARAUCANIA",
          "monto": 386720173.0,
          "share": 0.09706955254477927
        },
        {
          "id": "92720092-5894-46b9-b8b5-b51ff34821eb",
          "name": "Municipalidad de Purén \\ DEPTO.DE SALUD",
          "monto": 363286609.0,
          "share": 0.09118755897210508
        },
        {
          "id": "4e5e1a17-0fe8-444b-a9c5-af6f2122a874",
          "name": "Ilustre Municipalidad de Lumaco",
          "monto": 306680495.0,
          "share": 0.0769790161007748
        }
      ],
      "pct_trato_directo": 0.2383595436324391
    },
    "senales": [
      "773 de sus 3243 contratos con dato fueron por trato directo (24%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}