{
  "id": "253973d0-29ef-4166-8f59-9aa87215ef8e",
  "kind": "empresa",
  "canonical_name": "TOPOGRAFÍA Y TECNOLOGÍA LIMITADA",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "76496588-4"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 345,
      "monto_sum": 2093203643.0,
      "groups": [
        {
          "other": {
            "id": "e4dd306f-5286-4fd4-a452-d75da6e55e27",
            "kind": "institucion_publica",
            "canonical_name": "MINISTERIO DE OBRAS PUBLICAS DIREC CION GRAL DE OO PP DCYF"
          },
          "direction": "in",
          "count": 42,
          "monto_sum": 691481197.0,
          "date_min": "2015-08-18",
          "date_max": "2025-12-31",
          "sample": [
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "2025-07-29",
              "date_to": "2025-07-29",
              "monto": 1800205.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=975-41-LE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-27",
              "date_to": "2025-06-27",
              "monto": 21277200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=975-226-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2015-08-18",
              "date_to": "2015-08-18",
              "monto": 11407340.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1019-565-SE15"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2015-12-11",
              "date_to": "2015-12-11",
              "monto": 609280.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1019-869-SE15"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2015-12-11",
              "date_to": "2015-12-11",
              "monto": 2826250.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1019-868-SE15"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2015-12-14",
              "date_to": "2015-12-14",
              "monto": 664020.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=890-176-SE15"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2015-12-16",
              "date_to": "2015-12-16",
              "monto": 672350.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=890-180-SE15"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2016-09-30",
              "date_to": "2016-09-30",
              "monto": 396865.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=998-532-SE16"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2016-12-14",
              "date_to": "2016-12-14",
              "monto": 208250.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": null
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2016-12-15",
              "date_to": "2016-12-15",
              "monto": 1416100.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": null
            }
          ]
        },
        {
          "other": {
            "id": "b97474ca-f66f-445e-95fe-4e99e8281c9c",
            "kind": "institucion_publica",
            "canonical_name": "SECRETARIA REGIONAL MINISTERIAL DE BIENES NACIONALES XI REGION"
          },
          "direction": "in",
          "count": 16,
          "monto_sum": 82900802.0,
          "date_min": "2019-04-09",
          "date_max": "2026-04-22",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-04-09",
              "date_to": "2019-04-09",
              "monto": 16660000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3553-354-SE19"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-05-08",
              "date_to": "2019-05-08",
              "monto": 3148740.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3553-453-SE19"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-12-20",
              "date_to": "2019-12-20",
              "monto": 211820.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3553-1453-SE19"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-10-21",
              "date_to": "2021-10-21",
              "monto": 1463700.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1078479-18-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-10-21",
              "date_to": "2021-10-21",
              "monto": 345100.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1078479-19-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-12-09",
              "date_to": "2021-12-09",
              "monto": 345100.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1078479-27-SE21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-12-10",
              "date_to": "2021-12-10",
              "monto": 1526817.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1078479-28-SE21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2022-12-06",
              "date_to": "2022-12-06",
              "monto": 25949973.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3553-609-SE22"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2023-10-16",
              "date_to": "2023-10-16",
              "monto": 6447420.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3553-793-SE23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2023-12-27",
              "date_to": "2023-12-27",
              "monto": 1926372.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3553-983-AG23"
            }
          ]
        },
        {
          "other": {
            "id": "fab5d781-46ad-46e1-9d62-e89ffa5098bf",
            "kind": "institucion_publica",
            "canonical_name": "Instituto Nacional de Hidráulicas - INH"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 63926100.0,
          "date_min": "2025-07-03",
          "date_max": "2025-07-04",
          "sample": [
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "2025-07-03",
              "date_to": "2025-07-03",
              "monto": 29190000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=728-11-LE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-07-04",
              "date_to": "2025-07-04",
              "monto": 34736100.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=728-63-SE25"
            }
          ]
        },
        {
          "other": {
            "id": "37f3abb1-08cd-4881-9a81-c60f15e32b57",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE LA VIVIENDA Y URBANISMO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 57886360.0,
          "date_min": "2016-12-20",
          "date_max": "2024-11-27",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2016-12-20",
              "date_to": "2016-12-20",
              "monto": 4276860.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": null
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2022-10-06",
              "date_to": "2022-10-06",
              "monto": 31832500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=587-745-SE22"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2023-12-27",
              "date_to": "2023-12-27",
              "monto": 17612000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=587-1108-SE23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2024-11-27",
              "date_to": "2024-11-27",
              "monto": 4165000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=587-880-SE24"
            }
          ]
        },
        {
          "other": {
            "id": "0bf90815-6520-4824-b3af-00d0ce8c6448",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Panguipulli"
          },
          "direction": "in",
          "count": 14,
          "monto_sum": 42013673.0,
          "date_min": "2016-08-24",
          "date_max": "2026-02-02",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2016-08-24",
              "date_to": "2016-08-24",
              "monto": 4700500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3573-136-SE16"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-04-10",
              "date_to": "2018-04-10",
              "monto": 9282000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3573-56-SE18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2020-04-21",
              "date_to": "2020-04-21",
              "monto": 1297100.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3568-375-SE20"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2020-12-28",
              "date_to": "2020-12-28",
              "monto": 3558100.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3568-1045-SE20"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2022-02-14",
              "date_to": "2022-02-14",
              "monto": 1999200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3568-99-SE22"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2022-02-11",
              "date_to": "2022-02-11",
              "monto": 3999590.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3568-98-SE22"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2022-09-27",
              "date_to": "2022-09-27",
              "monto": 269999.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3568-994-AG22"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2023-02-01",
              "date_to": "2023-02-01",
              "monto": 499800.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3568-129-AG23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2023-06-16",
              "date_to": "2023-06-16",
              "monto": 188020.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3573-45-AG23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2024-06-10",
              "date_to": "2024-06-10",
              "monto": 1962905.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3568-532-AG24"
            }
          ]
        },
        {
          "other": {
            "id": "3563f893-12d5-4821-a442-5fc6fe8a24e4",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE VIVIENDA Y URBANIZACION V REGION"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 35540064.0,
          "date_min": "2021-04-20",
          "date_max": "2025-12-10",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-04-20",
              "date_to": "2021-04-20",
              "monto": 8627500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=643-103-SE21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2024-04-08",
              "date_to": "2024-04-08",
              "monto": 12721100.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=643-169-SE24"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-04-08",
              "date_to": "2025-04-08",
              "monto": 392700.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=643-101-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-04-08",
              "date_to": "2025-04-08",
              "monto": 799680.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=643-100-AG25"
            }
          ]
        },
        {
          "other": {
            "id": "982dc4dc-98b5-4d2d-819d-da0b7a4aad10",
            "kind": "institucion_publica",
            "canonical_name": "universidad de atacama"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 35307300.0,
          "date_min": "2019-01-30",
          "date_max": "2025-12-24",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-01-30",
              "date_to": "2019-01-30",
              "monto": 7544600.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2859-117-SE19"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2023-05-30",
              "date_to": "2023-05-30",
              "monto": 12138000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2859-392-SE23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-05-13",
              "date_to": "2025-05-13",
              "monto": 3451000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2859-414-AG25"
            }
          ]
        },
        {
          "other": {
            "id": "64f4600f-cf1f-4675-9adf-dd10faad4973",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Quilicura"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 33284359.0,
          "date_min": "2025-08-20",
          "date_max": "2025-08-20",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-08-20",
              "date_to": "2025-08-20",
              "monto": 33284359.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2483-599-SE25"
            }
          ]
        },
        {
          "other": {
            "id": "e0ceb90c-250b-4124-b80d-15353de82625",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 31175620.0,
          "date_min": "2025-03-07",
          "date_max": "2025-03-07",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-03-07",
              "date_to": "2025-03-07",
              "monto": 31175620.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1401365-3-SE24"
            }
          ]
        },
        {
          "other": {
            "id": "4800ce89-3ada-402c-a3c5-742675c689f1",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE CONSTITUCION"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 30107000.0,
          "date_min": "2021-11-10",
          "date_max": "2024-11-08",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-11-10",
              "date_to": "2021-11-10",
              "monto": 2380000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2827-1740-SE21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2024-11-08",
              "date_to": "2024-11-08",
              "monto": 27727000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2827-1183-SE24"
            }
          ]
        },
        {
          "other": {
            "id": "6b04f2e8-3b40-4100-8f49-e1ad537362be",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ARICA"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 27939219.0,
          "date_min": "2023-02-02",
          "date_max": "2026-06-01",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2023-02-02",
              "date_to": "2023-02-02",
              "monto": 14518000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-130-SE23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2023-05-02",
              "date_to": "2023-05-02",
              "monto": 545020.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-475-AG23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2024-12-17",
              "date_to": "2024-12-17",
              "monto": 11245500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-1931-SE24"
            }
          ]
        },
        {
          "other": {
            "id": "5ae147df-dc19-4130-98c8-73e959ff0d3c",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE SAN FELIPE"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 25688530.0,
          "date_min": "2024-08-23",
          "date_max": "2026-05-13",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2024-08-23",
              "date_to": "2024-08-23",
              "monto": 14756000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2741-105-SE24"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2024-10-03",
              "date_to": "2024-10-03",
              "monto": 1428000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2737-817-AG24"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2024-12-06",
              "date_to": "2024-12-06",
              "monto": 1862350.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2737-1013-AG24"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-07-22",
              "date_to": "2025-07-22",
              "monto": 1097180.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2737-471-AG25"
            }
          ]
        },
        {
          "other": {
            "id": "b7fef299-3a93-4006-abbc-9e6eb7ea0426",
            "kind": "institucion_publica",
            "canonical_name": "Comisión Nacional de Investigación Científica y Tecnológicas - CONICYT"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 24910270.0,
          "date_min": "2024-05-07",
          "date_max": "2026-03-16",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-10-08",
              "date_to": "2025-10-08",
              "monto": 396270.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2324-1513-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2024-05-07",
              "date_to": "2024-05-07",
              "monto": 12495000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2324-777-SE24"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-03-04",
              "date_to": "2025-03-04",
              "monto": 11900000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2324-309-SE25"
            }
          ]
        },
        {
          "other": {
            "id": "95f74c44-a6e4-4664-89c1-76ebc100c228",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Tierra Amarilla"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 24668700.0,
          "date_min": "2023-03-29",
          "date_max": "2026-05-19",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2023-03-29",
              "date_to": "2023-03-29",
              "monto": 8318100.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1729-178-SE23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-08-25",
              "date_to": "2025-08-25",
              "monto": 5474000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1729-290-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-08-11",
              "date_to": "2025-08-11",
              "monto": 880600.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4483-59-AG25"
            }
          ]
        },
        {
          "other": {
            "id": "ee8fac1c-19d3-4a16-8cb8-eb42d7b48ff8",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TEMUCO"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 23233322.0,
          "date_min": "2018-07-03",
          "date_max": "2025-11-21",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-07-30",
              "date_to": "2018-07-30",
              "monto": 5140800.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1658-2283-SE18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-07-03",
              "date_to": "2018-07-03",
              "monto": 9877000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1658-1924-SE18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-12-16",
              "date_to": "2021-12-16",
              "monto": 1356600.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1658-2981-AG21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2022-05-04",
              "date_to": "2022-05-04",
              "monto": 5549922.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1658-1147-SE22"
            }
          ]
        },
        {
          "other": {
            "id": "2710ee1d-9501-4726-b546-c46adb6b7a8a",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LA COMUNA DE EL BOSQUE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 22848000.0,
          "date_min": "2022-12-14",
          "date_max": "2025-06-27",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-27",
              "date_to": "2025-06-27",
              "monto": 19873000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1191688-87-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2022-12-14",
              "date_to": "2022-12-14",
              "monto": 2975000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1736-3618-SE22"
            }
          ]
        },
        {
          "other": {
            "id": "d3b456a4-16de-44d1-b25c-c3ee02e12be3",
            "kind": "institucion_publica",
            "canonical_name": "Municipalidad de lo barnechea"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 22642130.0,
          "date_min": "2022-12-13",
          "date_max": "2026-03-27",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2022-12-13",
              "date_to": "2022-12-13",
              "monto": 16255400.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2735-1853-SE22"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2023-09-06",
              "date_to": "2023-09-06",
              "monto": 708050.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2735-1894-AG23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-05-02",
              "date_to": "2025-05-02",
              "monto": 4641000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2735-625-AG25"
            }
          ]
        },
        {
          "other": {
            "id": "38e4e62b-a31f-404e-912b-532131f2af08",
            "kind": "institucion_publica",
            "canonical_name": "Universidad Tecnológica Metropolitana"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 22401750.0,
          "date_min": "2019-09-04",
          "date_max": "2025-11-20",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-09-04",
              "date_to": "2019-09-04",
              "monto": 267750.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5251-1846-SE19"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2024-11-11",
              "date_to": "2024-11-11",
              "monto": 7735000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5251-1515-SE24"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-07-17",
              "date_to": "2025-07-17",
              "monto": 7735000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5251-1154-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-09-25",
              "date_to": "2025-09-25",
              "monto": 3689000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5251-1674-AG25"
            }
          ]
        },
        {
          "other": {
            "id": "bc9c8ba7-e59a-4d0f-b401-48306b6bdb92",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de San Fernando"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 22364265.0,
          "date_min": "2016-10-27",
          "date_max": "2025-01-02",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2016-10-27",
              "date_to": "2016-10-27",
              "monto": 3840130.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": null
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2023-03-22",
              "date_to": "2023-03-22",
              "monto": 9251060.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2817-185-SE23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2023-06-06",
              "date_to": "2023-06-06",
              "monto": 208845.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2817-434-AG23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2023-12-11",
              "date_to": "2023-12-11",
              "monto": 511700.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2817-1156-AG23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2024-12-20",
              "date_to": "2024-12-20",
              "monto": 589050.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2817-1110-AG24"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2024-12-18",
              "date_to": "2024-12-18",
              "monto": 452200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2817-1102-AG24"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-01-02",
              "date_to": "2025-01-02",
              "monto": 7511280.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2817-1133-SE24"
            }
          ]
        },
        {
          "other": {
            "id": "c86c856f-1cb4-4b48-8d01-481af74d3e3d",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE COQUIMBO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 19790295.0,
          "date_min": "2015-09-07",
          "date_max": "2022-08-02",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2015-09-07",
              "date_to": "2015-09-07",
              "monto": 8246700.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2446-1327-SE15"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2016-05-06",
              "date_to": "2016-05-06",
              "monto": 763980.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2879-10-SE16"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-05-29",
              "date_to": "2018-05-29",
              "monto": 69615.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2446-965-SE18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2022-08-02",
              "date_to": "2022-08-02",
              "monto": 10710000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2446-585-SE22"
            }
          ]
        },
        {
          "other": {
            "id": "c8b24404-1798-4059-8149-9ce54d77d334",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Futrono"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 19635000.0,
          "date_min": "2025-01-31",
          "date_max": "2025-01-31",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-01-31",
              "date_to": "2025-01-31",
              "monto": 19635000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4697-2-SE25"
            }
          ]
        },
        {
          "other": {
            "id": "2455df25-fd16-4f01-a724-5a0f455df298",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE PUDAHUEL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 19030480.0,
          "date_min": "2024-06-04",
          "date_max": "2025-04-30",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2024-06-04",
              "date_to": "2024-06-04",
              "monto": 13030500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2279-507-SE24"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-04-30",
              "date_to": "2025-04-30",
              "monto": 5999980.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2279-294-AG25"
            }
          ]
        },
        {
          "other": {
            "id": "2bf52ed6-700a-43c6-a7c8-e5b6a66c6db9",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE COPIAPO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 18742500.0,
          "date_min": "2020-10-20",
          "date_max": "2025-07-25",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2020-10-20",
              "date_to": "2020-10-20",
              "monto": 14577500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2382-847-SE20"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-07-25",
              "date_to": "2025-07-25",
              "monto": 4165000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4631-72-AG25"
            }
          ]
        },
        {
          "other": {
            "id": "cf353b15-306f-4c8c-bd20-2945351315a8",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE EDUCACION PUBLICA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 18506404.0,
          "date_min": "2020-01-02",
          "date_max": "2022-07-19",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2020-01-02",
              "date_to": "2020-01-02",
              "monto": 5036080.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1075914-193-SE19"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-09-10",
              "date_to": "2021-09-10",
              "monto": 1510824.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1075914-122-SE21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2022-07-19",
              "date_to": "2022-07-19",
              "monto": 11959500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1075914-27-SE22"
            }
          ]
        },
        {
          "other": {
            "id": "8c8f825a-c6c3-4e16-ae5d-fb9472bdf445",
            "kind": "institucion_publica",
            "canonical_name": "Corporación Nacional de Desarrollo Indígena - CONADI"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 16969400.0,
          "date_min": "2023-09-20",
          "date_max": "2024-09-04",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2023-09-20",
              "date_to": "2023-09-20",
              "monto": 12364100.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=809-139-SE23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2024-09-04",
              "date_to": "2024-09-04",
              "monto": 4605300.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=807-81-SE24"
            }
          ]
        },
        {
          "other": {
            "id": "0dc2fb47-294e-4e05-a6d1-5fb02e7f9377",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE VIVIENDA Y URBANIZACION III REGION"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 16963450.0,
          "date_min": "2023-08-14",
          "date_max": "2026-06-24",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2023-08-14",
              "date_to": "2023-08-14",
              "monto": 7616000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=651-213-SE23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2023-12-13",
              "date_to": "2023-12-13",
              "monto": 7009100.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=651-378-SE23"
            }
          ]
        },
        {
          "other": {
            "id": "f607692c-f645-4a6e-8793-16a49562754f",
            "kind": "institucion_publica",
            "canonical_name": "CORPORACION MUNICIPAL DE EDUCACION Y SALUD DE SAN BERNARDO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 16779000.0,
          "date_min": "2024-04-23",
          "date_max": "2024-04-23",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2024-04-23",
              "date_to": "2024-04-23",
              "monto": 16779000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1274286-122-SE24"
            }
          ]
        },
        {
          "other": {
            "id": "794e34f9-42e3-4a61-a715-85fb5be3dc21",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LAGO RANCO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 14815500.0,
          "date_min": "2021-06-22",
          "date_max": "2024-05-29",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-06-22",
              "date_to": "2021-06-22",
              "monto": 3689000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3143-66-SE21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2024-05-29",
              "date_to": "2024-05-29",
              "monto": 11126500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3141-235-SE24"
            }
          ]
        },
        {
          "other": {
            "id": "b683efe1-8038-4f9a-b8cc-496d86fe3bd3",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Isla de Pascua"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 14637000.0,
          "date_min": "2026-06-19",
          "date_max": "2026-06-19",
          "sample": []
        },
        {
          "other": {
            "id": "2246663f-74ad-4f8a-ba55-428f9e558996",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE ANGOL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 14280000.0,
          "date_min": "2026-01-26",
          "date_max": "2026-01-26",
          "sample": []
        },
        {
          "other": {
            "id": "140f1c05-51e2-4d6e-8a58-3640aafdb320",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE VIÑA DEL MAR"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 13915860.0,
          "date_min": "2023-06-28",
          "date_max": "2025-01-14",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2023-06-28",
              "date_to": "2023-06-28",
              "monto": 111860.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2424-997-AG23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2023-10-05",
              "date_to": "2023-10-05",
              "monto": 6664000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2424-1516-SE23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-01-14",
              "date_to": "2025-01-14",
              "monto": 7140000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2424-2013-SE24"
            }
          ]
        },
        {
          "other": {
            "id": "165f8b02-5def-4374-8195-778aea56fcc9",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD VALDIVIA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 13441050.0,
          "date_min": "2024-05-13",
          "date_max": "2024-05-13",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2024-05-13",
              "date_to": "2024-05-13",
              "monto": 13441050.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2282-80-SE24"
            }
          ]
        },
        {
          "other": {
            "id": "fcc6323a-7437-4079-808d-19ac8a8127ac",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Los Andes"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 13090000.0,
          "date_min": "2024-04-02",
          "date_max": "2024-04-02",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2024-04-02",
              "date_to": "2024-04-02",
              "monto": 13090000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2794-23-SE24"
            }
          ]
        },
        {
          "other": {
            "id": "964bfbf1-9521-4618-9241-31176f48b6a6",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE PEDRO AGUIRRE CERDA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 11662000.0,
          "date_min": "2025-02-04",
          "date_max": "2025-02-04",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-02-04",
              "date_to": "2025-02-04",
              "monto": 11662000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2392-31-SE25"
            }
          ]
        },
        {
          "other": {
            "id": "fe45b3cf-d189-444a-849d-b107765921e3",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE VIVIENDA Y URBANIZACION REGION ÑUBLE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 11459700.0,
          "date_min": "2021-05-03",
          "date_max": "2022-05-05",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-05-03",
              "date_to": "2021-05-03",
              "monto": 11186000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1062807-30-SE21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2022-05-05",
              "date_to": "2022-05-05",
              "monto": 273700.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1062807-81-AG22"
            }
          ]
        },
        {
          "other": {
            "id": "c5ee10f1-0525-46db-98b6-2a40bf236fbd",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Paillaco"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 11305000.0,
          "date_min": "2024-02-20",
          "date_max": "2024-02-20",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2024-02-20",
              "date_to": "2024-02-20",
              "monto": 11305000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3762-123-SE24"
            }
          ]
        },
        {
          "other": {
            "id": "72b04d33-b13e-41e0-949c-5b9190d73ebc",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN ANTONIO"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 10990499.0,
          "date_min": "2019-04-12",
          "date_max": "2023-11-30",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-04-12",
              "date_to": "2019-04-12",
              "monto": 6723500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-300-SE19"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2023-05-03",
              "date_to": "2023-05-03",
              "monto": 2124999.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-235-SE23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2023-11-30",
              "date_to": "2023-11-30",
              "monto": 2142000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=536337-170-SE23"
            }
          ]
        },
        {
          "other": {
            "id": "49e19694-4887-4b50-bd66-48f9bab8cd6a",
            "kind": "institucion_publica",
            "canonical_name": "Universidad de la Frontera"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 10984890.0,
          "date_min": "2016-06-08",
          "date_max": "2025-06-26",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-26",
              "date_to": "2025-06-26",
              "monto": 8019410.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-1790-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2016-06-08",
              "date_to": "2016-06-08",
              "monto": 2965480.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-3723-SE16"
            }
          ]
        },
        {
          "other": {
            "id": "332bb4d7-fdac-4b7b-ac09-6c25751202fc",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE AGRICULT"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 10710000.0,
          "date_min": "2023-11-15",
          "date_max": "2023-11-15",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2023-11-15",
              "date_to": "2023-11-15",
              "monto": 10710000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4391-21-SE23"
            }
          ]
        },
        {
          "other": {
            "id": "016c2c87-05b9-4304-98f7-911960b07527",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Yumbel"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 10427970.0,
          "date_min": "2025-11-11",
          "date_max": "2025-12-18",
          "sample": []
        },
        {
          "other": {
            "id": "af6569af-6694-4549-86b7-4e4ca6cae1fb",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE HUALAIHUE"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 10019800.0,
          "date_min": "2023-11-02",
          "date_max": "2023-11-02",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2023-11-02",
              "date_to": "2023-11-02",
              "monto": 10019800.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2904-1748-SE23"
            }
          ]
        },
        {
          "other": {
            "id": "e2d7c972-baa1-494f-87f6-2a6b321697fe",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE CONCON"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 9877000.0,
          "date_min": "2025-10-30",
          "date_max": "2025-10-30",
          "sample": []
        },
        {
          "other": {
            "id": "54acb6c0-26ec-4e35-84d6-d9296f400baa",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE GEOLOGIA Y MINERIA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 9744910.0,
          "date_min": "2023-11-30",
          "date_max": "2025-08-22",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2023-11-30",
              "date_to": "2023-11-30",
              "monto": 6366500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1562-601-SE23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2024-06-18",
              "date_to": "2024-06-18",
              "monto": 2719150.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1562-255-SE24"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-08-22",
              "date_to": "2025-08-22",
              "monto": 659260.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1562-422-AG25"
            }
          ]
        },
        {
          "other": {
            "id": "63aaba74-14ed-4f93-a451-d2f75f40ed8c",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Caldera"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 9736342.0,
          "date_min": "2023-06-16",
          "date_max": "2024-11-22",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2023-06-16",
              "date_to": "2023-06-16",
              "monto": 7794500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4192-165-SE23"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2024-11-22",
              "date_to": "2024-11-22",
              "monto": 1941842.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4190-352-SE24"
            }
          ]
        },
        {
          "other": {
            "id": "632b059c-8f41-4135-abd8-58dfd5abd2c9",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Mulchen"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 9389100.0,
          "date_min": "2020-11-12",
          "date_max": "2025-06-11",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-11",
              "date_to": "2025-06-11",
              "monto": 6783000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3603-3511-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2020-11-12",
              "date_to": "2020-11-12",
              "monto": 2606100.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3603-600-SE20"
            }
          ]
        },
        {
          "other": {
            "id": "5f5f2f81-f5d3-4c6e-b3fb-58d228ce1b66",
            "kind": "institucion_publica",
            "canonical_name": "SECRETARIA REG MINIST DE BIENES NACIONAL I REGION"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 9389100.0,
          "date_min": "2019-12-12",
          "date_max": "2019-12-12",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-12-12",
              "date_to": "2019-12-12",
              "monto": 9389100.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1078638-47-SE19"
            }
          ]
        },
        {
          "other": {
            "id": "f9c1f60e-aefd-478b-bbcf-cc11a9edbfd7",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE PURRANQUE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 9216550.0,
          "date_min": "2015-09-15",
          "date_max": "2026-06-10",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2015-09-15",
              "date_to": "2015-09-15",
              "monto": 4218550.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3443-970-SE15"
            }
          ]
        },
        {
          "other": {
            "id": "45ea9654-e506-43c8-9cbd-a929b8ec4e2d",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LA PINTANA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 9195130.0,
          "date_min": "2016-06-04",
          "date_max": "2025-02-20",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2016-06-04",
              "date_to": "2016-06-04",
              "monto": 763980.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2273-1484-SE16"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2024-04-24",
              "date_to": "2024-04-24",
              "monto": 517650.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2273-353-SE24"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-02-20",
              "date_to": "2025-02-20",
              "monto": 7913500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2273-126-SE25"
            }
          ]
        },
        {
          "other": {
            "id": "71335628-81dc-49ff-885d-ff5d0c605a1c",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CURICO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 8984500.0,
          "date_min": "2022-03-11",
          "date_max": "2022-03-11",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2022-03-11",
              "date_to": "2022-03-11",
              "monto": 8984500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2436-457-SE22"
            }
          ]
        },
        {
          "other": {
            "id": "f1824374-0f77-4142-81a0-65e3d435d0b7",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 8672170.0,
          "date_min": "2016-10-26",
          "date_max": "2016-10-26",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2016-10-26",
              "date_to": "2016-10-26",
              "monto": 8672170.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": null
            }
          ]
        }
      ],
      "rest": {
        "counterparties": 103,
        "count": 155,
        "monto_sum": 370524382.0
      }
    },
    "lobby": {
      "total": 2,
      "monto_sum": null,
      "groups": [
        {
          "other": {
            "id": "877e29a1-c053-4b2e-9de4-86629ada13f8",
            "kind": "persona",
            "canonical_name": "Eduardo Daniels"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": null,
          "date_max": null,
          "sample": [
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.95,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        },
        {
          "other": {
            "id": "c32db8d1-2113-46ab-87ab-6f1e0d5f4816",
            "kind": "persona",
            "canonical_name": "Wilson Narvaez"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": null,
          "date_max": null,
          "sample": [
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.95,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        }
      ],
      "rest": null
    }
  },
  "card_updated_at": null,
  "insights": {
    "stats": {
      "grado": 342,
      "monto_sum": 2085650713.0,
      "grado_pctl": 0.535183349851338,
      "monto_pctl": 0.764783614139412,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-06-27",
            "monto": 21277200.0,
            "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=975-226-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-29",
            "monto": 1800205.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=975-41-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-08-18",
            "monto": 11407340.0,
            "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=1019-565-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-12-11",
            "monto": 609280.0,
            "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=1019-869-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-12-11",
            "monto": 2826250.0,
            "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=1019-868-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-12-14",
            "monto": 664020.0,
            "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=890-176-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-12-16",
            "monto": 672350.0,
            "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=890-180-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-09-30",
            "monto": 396865.0,
            "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=998-532-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-12-14",
            "monto": 208250.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": null,
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-12-15",
            "monto": 1416100.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": null,
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-04-12",
            "monto": 11293100.0,
            "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=978-144-SE17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-04-06",
            "monto": 249900.0,
            "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=1340-235-SE17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-05-08",
            "monto": 178500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1019-286-SE17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-07-06",
            "monto": 309138.0,
            "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=1003-224-SE17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-03-19",
            "monto": 449820.0,
            "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=993-84-SE18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-10-30",
            "monto": 767550.0,
            "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=975-883-SE18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-12-03",
            "monto": 6545000.0,
            "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=978-346-SE18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-12-06",
            "monto": 11781000.0,
            "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=1096-251-SE18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-09-27",
            "monto": 8913100.0,
            "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=1095-110-SE19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-11-22",
            "monto": 1468460.0,
            "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=1001-693-SE19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-06-19",
            "monto": 7063304.0,
            "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=1095-42-SE20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-09-07",
            "monto": 232050.0,
            "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=1095-61-SE20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-11-23",
            "monto": 7616000.0,
            "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=979-1399-SE21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-12-14",
            "monto": 9401000.0,
            "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=1019-596-SE21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-06-13",
            "monto": 7128100.0,
            "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=1028-296-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-09-12",
            "monto": 8722700.0,
            "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=891-56-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-12-14",
            "monto": 36152200.0,
            "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=1019-749-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-06-30",
            "monto": 385000.0,
            "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=1003-124-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-04-03",
            "monto": 379162560.0,
            "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=979-283-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-26",
            "monto": 6188000.0,
            "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=1894-308-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-26",
            "monto": 6664000.0,
            "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=1028-535-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-11-22",
            "monto": 1142400.0,
            "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=1095-174-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-12-03",
            "monto": 5355000.0,
            "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=993-329-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-05-19",
            "monto": 1511300.0,
            "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=1095-38-TD25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-18",
            "monto": 4998000.0,
            "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=5946-7-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-29",
            "monto": 2380000.0,
            "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=975-272-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-27",
            "monto": 249900.0,
            "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=5946-9-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-14",
            "monto": 190400.0,
            "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=889-59-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-09-11",
            "monto": 2563855.0,
            "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=975-353-TD25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-26",
            "monto": 22848000.0,
            "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=975-536-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-31",
            "monto": 78540000.0,
            "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=979-2346-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-12-17",
            "monto": 19754000.0,
            "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=2263-682-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "253973d0-29ef-4166-8f59-9aa87215ef8e",
            "kind": "empresa",
            "name": "TOPOGRAFÍA Y TECNOLOGÍA LIMITADA",
            "role": "ancla"
          },
          {
            "id": "e4dd306f-5286-4fd4-a452-d75da6e55e27",
            "kind": "institucion_publica",
            "name": "MINISTERIO DE OBRAS PUBLICAS DIREC CION GRAL DE OO PP DCYF",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 691481197.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-07-03",
            "monto": 29190000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=728-11-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-07-04",
            "monto": 34736100.0,
            "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=728-63-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "253973d0-29ef-4166-8f59-9aa87215ef8e",
            "kind": "empresa",
            "name": "TOPOGRAFÍA Y TECNOLOGÍA LIMITADA",
            "role": "ancla"
          },
          {
            "id": "fab5d781-46ad-46e1-9d62-e89ffa5098bf",
            "kind": "institucion_publica",
            "name": "Instituto Nacional de Hidráulicas - INH",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 63926100.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 150,
        "monto": 1254895544.0,
        "share": 0.5995095356328882
      },
      "periodo": {
        "desde": "2015-06-09",
        "hasta": "2026-07-10"
      },
      "monto_total": 2093203643.0,
      "n_contratos": 345,
      "serie_anual": [
        {
          "anio": 2015,
          "monto": 52505613.0
        },
        {
          "anio": 2016,
          "monto": 62543290.0
        },
        {
          "anio": 2017,
          "monto": 23792598.0
        },
        {
          "anio": 2018,
          "monto": 62555801.0
        },
        {
          "anio": 2019,
          "monto": 63359170.0
        },
        {
          "anio": 2020,
          "monto": 51632374.0
        },
        {
          "anio": 2021,
          "monto": 64935014.0
        },
        {
          "anio": 2022,
          "monto": 215827941.0
        },
        {
          "anio": 2023,
          "monto": 192575787.0
        },
        {
          "anio": 2024,
          "monto": 635921482.0
        },
        {
          "anio": 2025,
          "monto": 576721334.0
        },
        {
          "anio": 2026,
          "monto": 90833239.0
        }
      ],
      "td_conocidos": 342,
      "n_contrapartes": 153,
      "n_trato_directo": 68,
      "top_contrapartes": [
        {
          "id": "e4dd306f-5286-4fd4-a452-d75da6e55e27",
          "name": "MINISTERIO DE OBRAS PUBLICAS DIREC CION GRAL DE OO PP DCYF",
          "monto": 691481197.0,
          "share": 0.33034587882188204
        },
        {
          "id": "b97474ca-f66f-445e-95fe-4e99e8281c9c",
          "name": "SECRETARIA REGIONAL MINISTERIAL DE BIENES NACIONALES XI REGION",
          "monto": 82900802.0,
          "share": 0.03960474762082191
        },
        {
          "id": "fab5d781-46ad-46e1-9d62-e89ffa5098bf",
          "name": "Instituto Nacional de Hidráulicas - INH",
          "monto": 63926100.0,
          "share": 0.030539837924407818
        }
      ],
      "pct_trato_directo": 0.19883040935672514
    },
    "senales": [
      "68 de sus 342 contratos con dato fueron por trato directo (20%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}