{
  "id": "17dace40-1820-4d1e-b38d-230d35671435",
  "kind": "empresa",
  "canonical_name": "IMPLEMENTOS S.A.",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "78924030-2"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 478,
      "monto_sum": 191893505.0,
      "groups": [
        {
          "other": {
            "id": "26aaaee1-1c77-45b4-8f94-53620d8b5c37",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 35,
          "monto_sum": 16737551.0,
          "date_min": "2007-12-18",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 226345.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3540-570-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-04-29",
              "monto": 478380.0,
              "date_to": "2010-04-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3527-195-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-03-07",
              "monto": 345779.0,
              "date_to": "2012-03-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3527-90-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-18",
              "monto": 269350.0,
              "date_to": "2007-12-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3540-968-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-05-26",
              "monto": 267189.0,
              "date_to": "2016-05-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3540-378-SE16",
              "source_name": "chilecompra"
            },
            {
              "date": "2020-06-22",
              "monto": 599871.0,
              "date_to": "2020-06-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3527-53-AG20",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-01-25",
              "monto": 564299.0,
              "date_to": "2023-01-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3527-30-AG23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7497d4e4-ec12-4519-835e-48960d8e3a00",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ANGELES"
          },
          "direction": "in",
          "count": 50,
          "monto_sum": 14626824.0,
          "date_min": "2011-05-26",
          "date_max": "2020-12-04",
          "sample": [
            {
              "date": "2016-11-22",
              "monto": 180777.0,
              "date_to": "2016-11-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": null,
              "source_name": "chilecompra"
            },
            {
              "date": "2018-03-09",
              "monto": 366289.0,
              "date_to": "2018-03-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-518-SE18",
              "source_name": "chilecompra"
            },
            {
              "date": "2015-01-07",
              "monto": 108801.0,
              "date_to": "2015-01-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-17-SE15",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-10-09",
              "monto": 249789.0,
              "date_to": "2019-10-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-2804-SE19",
              "source_name": "chilecompra"
            },
            {
              "date": "2017-03-28",
              "monto": 201140.0,
              "date_to": "2017-03-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-546-SE17",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-12-04",
              "monto": 378879.0,
              "date_to": "2019-12-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-3569-SE19",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-06-17",
              "monto": 254840.0,
              "date_to": "2019-06-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-1574-SE19",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-10-11",
              "monto": 451777.0,
              "date_to": "2019-10-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-2835-SE19",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-10-11",
              "monto": 221977.0,
              "date_to": "2019-10-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-2834-SE19",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-11-12",
              "monto": 206179.0,
              "date_to": "2019-11-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-3243-SE19",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e4dd306f-5286-4fd4-a452-d75da6e55e27",
            "kind": "institucion_publica",
            "canonical_name": "MINISTERIO DE OBRAS PUBLICAS DIREC CION GRAL DE OO PP DCYF"
          },
          "direction": "in",
          "count": 20,
          "monto_sum": 10110361.0,
          "date_min": "2008-06-06",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 55000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1004-53-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 237364.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1895-65-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-09-05",
              "monto": 768823.0,
              "date_to": "2022-09-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1337-93-AG22",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-10-29",
              "monto": 398650.0,
              "date_to": "2013-10-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2263-208-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-09-12",
              "monto": 322490.0,
              "date_to": "2011-09-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=996-195-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "88f74450-1722-4810-9db6-83aa8c469be0",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Villa Alemana"
          },
          "direction": "in",
          "count": 12,
          "monto_sum": 9657759.0,
          "date_min": "2016-02-02",
          "date_max": "2024-11-15",
          "sample": [
            {
              "date": "2016-11-28",
              "monto": 426268.0,
              "date_to": "2016-11-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": null,
              "source_name": "chilecompra"
            },
            {
              "date": "2024-08-13",
              "monto": 823679.0,
              "date_to": "2024-08-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=316-637-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c3062d19-3777-497a-9e64-41bb96f32c0f",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 7051705.0,
          "date_min": "2010-06-22",
          "date_max": "2010-08-27",
          "sample": [
            {
              "date": "2010-06-22",
              "monto": 3057110.0,
              "date_to": "2010-06-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3170-176-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8aa0b7e0-f0f4-4b68-a119-e3b3fd209ab9",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 24,
          "monto_sum": 5957740.0,
          "date_min": "2007-09-20",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 407466.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3046-397-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 407466.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3046-400-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 407466.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3046-401-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-08-03",
              "monto": 98912.0,
              "date_to": "2011-08-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3046-1010-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-20",
              "monto": 484884.0,
              "date_to": "2007-09-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3046-861-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2015-10-21",
              "monto": 331267.0,
              "date_to": "2015-10-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3046-977-SE15",
              "source_name": "chilecompra"
            },
            {
              "date": "2018-04-25",
              "monto": 145579.0,
              "date_to": "2018-04-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3046-373-SE18",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-01-24",
              "monto": 1.0,
              "date_to": "2011-01-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3046-1619-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7f9b69f9-962f-4247-b675-74ee18f2d099",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Pinto"
          },
          "direction": "in",
          "count": 14,
          "monto_sum": 5845816.0,
          "date_min": "2013-03-11",
          "date_max": "2021-08-16",
          "sample": [
            {
              "date": "2021-07-13",
              "monto": 72539.0,
              "date_to": "2021-07-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3881-240-AG21",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c18309d3-441e-4eba-b189-284fe8c55df7",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de El Carmen"
          },
          "direction": "in",
          "count": 14,
          "monto_sum": 5635420.0,
          "date_min": "2016-11-02",
          "date_max": "2024-05-06",
          "sample": [
            {
              "date": "2018-11-08",
              "monto": 119672.0,
              "date_to": "2018-11-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5615-1580-SE18",
              "source_name": "chilecompra"
            },
            {
              "date": "2018-04-23",
              "monto": 168238.0,
              "date_to": "2018-04-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5615-495-SE18",
              "source_name": "chilecompra"
            },
            {
              "date": "2017-10-18",
              "monto": 50344.0,
              "date_to": "2017-10-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5615-1512-SE17",
              "source_name": "chilecompra"
            },
            {
              "date": "2017-10-02",
              "monto": 520407.0,
              "date_to": "2017-10-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5615-1456-SE17",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ae59cad6-e4c6-4f4b-97c9-19f848403c04",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD DEL MAULE HOSPITAL DE TENO"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 5158373.0,
          "date_min": "2020-04-22",
          "date_max": "2020-05-13",
          "sample": [
            {
              "date": "2020-04-30",
              "monto": 1919399.0,
              "date_to": "2020-04-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1465-252-SE20",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c5ad8d53-6710-440f-a2cc-0f282b9c0349",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE ALTO HOSPICIO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 5060691.0,
          "date_min": "2025-06-18",
          "date_max": "2025-06-18",
          "sample": []
        },
        {
          "other": {
            "id": "fee3ed6d-1fc1-4e03-b32d-016620f10f15",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de La Cisterna"
          },
          "direction": "in",
          "count": 16,
          "monto_sum": 4795604.0,
          "date_min": "2010-08-27",
          "date_max": "2023-11-22",
          "sample": [
            {
              "date": "2022-07-05",
              "monto": 805393.0,
              "date_to": "2022-07-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2765-599-SE22",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-08-13",
              "monto": 240333.0,
              "date_to": "2019-08-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2765-1838-SE19",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-05-29",
              "monto": 635500.0,
              "date_to": "2023-05-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2765-595-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-10-15",
              "monto": 245990.0,
              "date_to": "2019-10-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2765-2381-SE19",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-04-18",
              "monto": 112178.0,
              "date_to": "2023-04-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2765-409-SE23",
              "source_name": "chilecompra"
            },
            {
              "date": "2023-11-22",
              "monto": 74880.0,
              "date_to": "2023-11-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2765-1295-SE23",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "3566efc4-dea7-4f48-a2d0-4334ada202e3",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MINICIPALIDAD DE COMBARBALA"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 4578698.0,
          "date_min": "2011-10-21",
          "date_max": "2020-09-14",
          "sample": [
            {
              "date": "2014-08-11",
              "monto": 485090.0,
              "date_to": "2014-08-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3615-484-SE14",
              "source_name": "chilecompra"
            },
            {
              "date": "2017-05-11",
              "monto": 1094497.0,
              "date_to": "2017-05-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3593-400-SE17",
              "source_name": "chilecompra"
            },
            {
              "date": "2020-09-14",
              "monto": 535420.0,
              "date_to": "2020-09-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3593-556-SE20",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e81afdee-7e55-4449-a40d-6dad093633e3",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 4508529.0,
          "date_min": "2011-11-02",
          "date_max": "2021-05-13",
          "sample": [
            {
              "date": "2017-10-19",
              "monto": 483777.0,
              "date_to": "2017-10-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3246-1047-SE17",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b1245aef-4086-4ae2-9e42-b853700af1a7",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cochamo"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 4232380.0,
          "date_min": "2010-05-04",
          "date_max": "2023-07-14",
          "sample": [
            {
              "date": "2018-11-09",
              "monto": 337381.0,
              "date_to": "2018-11-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4921-74-SE18",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-11-24",
              "monto": 299340.0,
              "date_to": "2014-11-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4832-737-SE14",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-11-27",
              "monto": 387021.0,
              "date_to": "2019-11-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4921-67-MC19",
              "source_name": "chilecompra"
            },
            {
              "date": "2020-09-14",
              "monto": 281619.0,
              "date_to": "2020-09-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4921-48-SE20",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "43ddd8b9-8e41-4d23-8ea9-07d13a241c4b",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 3766230.0,
          "date_min": "2014-08-11",
          "date_max": "2019-12-04",
          "sample": [
            {
              "date": "2015-02-18",
              "monto": 75922.0,
              "date_to": "2015-02-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5363-28-SE15",
              "source_name": "chilecompra"
            },
            {
              "date": "2015-06-09",
              "monto": 826932.0,
              "date_to": "2015-06-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5363-133-SE15",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6b04f2e8-3b40-4100-8f49-e1ad537362be",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ARICA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 3394506.0,
          "date_min": "2011-09-07",
          "date_max": "2014-06-05",
          "sample": [
            {
              "date": "2014-06-05",
              "monto": 213253.0,
              "date_to": "2014-06-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2367-486-SE14",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-03-16",
              "monto": 101745.0,
              "date_to": "2012-03-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-788-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d3b456a4-16de-44d1-b25c-c3ee02e12be3",
            "kind": "institucion_publica",
            "canonical_name": "Municipalidad de lo barnechea"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3296919.0,
          "date_min": "2023-06-22",
          "date_max": "2023-06-22",
          "sample": []
        },
        {
          "other": {
            "id": "cf83d936-1fdd-4b4d-8640-8537526468e7",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Vicuña"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 2688824.0,
          "date_min": "2012-07-13",
          "date_max": "2019-12-09",
          "sample": [
            {
              "date": "2019-08-21",
              "monto": 559213.0,
              "date_to": "2019-08-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3613-701-SE19",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-10-11",
              "monto": 525971.0,
              "date_to": "2019-10-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3613-985-SE19",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-12-09",
              "monto": 62590.0,
              "date_to": "2019-12-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3613-1375-SE19",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ff46f4fb-f686-4e07-8428-b8d5bf0e8c33",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE PROVIDENCIA"
          },
          "direction": "in",
          "count": 21,
          "monto_sum": 2665835.0,
          "date_min": "2008-03-13",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 195000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2458-31-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2018-01-15",
              "monto": 29338.0,
              "date_to": "2018-01-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2458-27-SE18",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-06-23",
              "monto": 122470.0,
              "date_to": "2016-06-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2458-228-SE16",
              "source_name": "chilecompra"
            },
            {
              "date": "2026-01-23",
              "monto": 167939.0,
              "date_to": "2026-01-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2458-15-TD26",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-10-14",
              "monto": 164905.0,
              "date_to": "2019-10-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2458-436-SE19",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-06-27",
              "monto": 110205.0,
              "date_to": "2014-06-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2458-223-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1c29878b-c3fb-4116-8ac2-7242fc72fb8c",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Longavi"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 2563991.0,
          "date_min": "2016-03-31",
          "date_max": "2017-12-07",
          "sample": [
            {
              "date": "2017-12-07",
              "monto": 414530.0,
              "date_to": "2017-12-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4085-1320-SE17",
              "source_name": "chilecompra"
            },
            {
              "date": "2017-11-27",
              "monto": 498116.0,
              "date_to": "2017-11-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4085-1266-SE17",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d6427814-9839-440f-8c04-9980cde47a1d",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE PAINE"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 2399907.0,
          "date_min": "2021-10-13",
          "date_max": "2025-05-15",
          "sample": [
            {
              "date": "2021-10-13",
              "monto": 91489.0,
              "date_to": "2021-10-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2789-355-SE21",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-06-16",
              "monto": 569279.0,
              "date_to": "2022-06-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2789-248-SE22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "af6569af-6694-4549-86b7-4e4ca6cae1fb",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE HUALAIHUE"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 2276315.0,
          "date_min": "2009-07-03",
          "date_max": "2018-03-13",
          "sample": [
            {
              "date": "2015-03-10",
              "monto": 305579.0,
              "date_to": "2015-03-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2902-176-SE15",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "0e720385-624b-49bb-972b-e1c5f079217b",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD LIBERTADOR BDO OHIGGINS"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2213999.0,
          "date_min": "2020-07-23",
          "date_max": "2020-07-23",
          "sample": []
        },
        {
          "other": {
            "id": "e055c4f1-e799-4dd8-a85b-d2ed6be23ecd",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE POZO ALMONTE"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 2133908.0,
          "date_min": "2016-03-17",
          "date_max": "2022-06-10",
          "sample": [
            {
              "date": "2016-03-30",
              "monto": 573853.0,
              "date_to": "2016-03-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2591-187-SE16",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "656db778-c696-4a72-8513-e6db74602035",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE QUINTA NORMAL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1933735.0,
          "date_min": "2016-03-03",
          "date_max": "2021-08-31",
          "sample": [
            {
              "date": "2021-08-31",
              "monto": 56622.0,
              "date_to": "2021-08-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2453-413-AG21",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "59cc4670-1c58-46e7-a3b3-539502e2b616",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1880200.0,
          "date_min": "2012-06-07",
          "date_max": "2012-06-07",
          "sample": []
        },
        {
          "other": {
            "id": "9cc31bd8-c84a-4d66-a31c-2702ca73da87",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CALAMA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1853797.0,
          "date_min": "2022-09-15",
          "date_max": "2026-03-27",
          "sample": [
            {
              "date": "2022-09-15",
              "monto": 1547059.0,
              "date_to": "2022-09-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2385-578-AG22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a3850826-0068-4bc6-8824-1a7824cb4881",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1739161.0,
          "date_min": "2014-10-27",
          "date_max": "2023-09-11",
          "sample": [
            {
              "date": "2014-10-27",
              "monto": 257812.0,
              "date_to": "2014-10-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3326-1772-SE14",
              "source_name": "chilecompra"
            },
            {
              "date": "2022-06-13",
              "monto": 515560.0,
              "date_to": "2022-06-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3326-140-AG22",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ced9dbc0-bf11-4aec-88e5-b960aee2630b",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Lanco"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 1705759.0,
          "date_min": "2024-05-03",
          "date_max": "2025-03-07",
          "sample": [
            {
              "date": "2024-07-19",
              "monto": 111917.0,
              "date_to": "2024-07-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2905-459-AG24",
              "source_name": "chilecompra"
            },
            {
              "date": "2024-09-25",
              "monto": 910673.0,
              "date_to": "2024-09-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2905-676-AG24",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5352e704-c398-4191-9c9e-55218165430a",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1660885.0,
          "date_min": "2016-12-05",
          "date_max": "2016-12-05",
          "sample": []
        },
        {
          "other": {
            "id": "4800ce89-3ada-402c-a3c5-742675c689f1",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE CONSTITUCION"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1643479.0,
          "date_min": "2018-04-04",
          "date_max": "2022-08-02",
          "sample": []
        },
        {
          "other": {
            "id": "9f021b0a-5f98-4780-8fbe-efa05a379454",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE LA SERENA - Direccion de Extension [INHABILITADO PARA CONTRATAR CON EL ESTADO]"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1555967.0,
          "date_min": "2017-11-09",
          "date_max": "2019-11-13",
          "sample": []
        },
        {
          "other": {
            "id": "ea21a14d-8fc4-43c3-8ad7-aa5db59c153c",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de La Higuera"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 1552289.0,
          "date_min": "2014-10-29",
          "date_max": "2021-07-29",
          "sample": [
            {
              "date": "2014-10-29",
              "monto": 53301.0,
              "date_to": "2014-10-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3707-648-SE14",
              "source_name": "chilecompra"
            },
            {
              "date": "2018-09-13",
              "monto": 225157.0,
              "date_to": "2018-09-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3707-483-MC18",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a8ca69ad-f945-4f11-9ce2-f3fd4a64ea41",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Calera de Tango"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1447488.0,
          "date_min": "2020-12-07",
          "date_max": "2020-12-28",
          "sample": []
        },
        {
          "other": {
            "id": "d970852d-fee6-47a0-9267-4100803a9361",
            "kind": "institucion_publica",
            "canonical_name": "JUNTA NACIONAL DE JARDINES         INFANTILES"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1427909.0,
          "date_min": "2020-04-22",
          "date_max": "2020-04-22",
          "sample": []
        },
        {
          "other": {
            "id": "4a7f18de-e81c-4415-85e9-fe2f3408d18c",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE EL MONTE"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 1427283.0,
          "date_min": "2008-08-08",
          "date_max": "2008-11-25",
          "sample": [
            {
              "date": "2008-08-08",
              "monto": 150000.0,
              "date_to": "2008-08-08",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3760-154-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-10-02",
              "monto": 189924.0,
              "date_to": "2008-10-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4703-11025-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-08",
              "monto": 178500.0,
              "date_to": "2008-08-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3760-11605-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-21",
              "monto": 226100.0,
              "date_to": "2008-08-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3760-11646-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6a2ea0ac-f145-471e-bbbb-d546c67af3d2",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Vilcún"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1334113.0,
          "date_min": "2010-08-18",
          "date_max": "2014-11-19",
          "sample": [
            {
              "date": "2014-11-19",
              "monto": 409360.0,
              "date_to": "2014-11-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3494-1113-SE14",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-04-24",
              "monto": 82233.0,
              "date_to": "2012-04-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3494-287-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d0616cb2-5273-4850-a934-7abba5baab83",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Paihuano"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1329525.0,
          "date_min": "2015-09-03",
          "date_max": "2017-11-30",
          "sample": [
            {
              "date": "2017-11-30",
              "monto": 148989.0,
              "date_to": "2017-11-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3911-357-SE17",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "31a5a738-a0f7-402f-94c7-a5cb457fd4d7",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ALTO BIOBIO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1213800.0,
          "date_min": "2022-07-15",
          "date_max": "2022-07-15",
          "sample": []
        },
        {
          "other": {
            "id": "4f246aa6-67bf-446b-a4c9-e21844c3e2df",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Recoleta"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1186168.0,
          "date_min": "2022-04-11",
          "date_max": "2022-04-11",
          "sample": []
        },
        {
          "other": {
            "id": "95569b41-3d37-4b5a-8b87-61a5e67dc193",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Coltauco"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1124550.0,
          "date_min": "2011-07-29",
          "date_max": "2014-08-01",
          "sample": []
        },
        {
          "other": {
            "id": "0b8fd0a9-7621-49df-b121-6f7c32756900",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1124108.0,
          "date_min": "2019-12-07",
          "date_max": "2019-12-12",
          "sample": []
        },
        {
          "other": {
            "id": "243a3878-7e4d-4701-8e64-a6e0a6243585",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE CASABLANCA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1047680.0,
          "date_min": "2011-09-15",
          "date_max": "2018-06-19",
          "sample": [
            {
              "date": "2018-03-01",
              "monto": 198769.0,
              "date_to": "2018-03-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3091-66-SE18",
              "source_name": "chilecompra"
            },
            {
              "date": "2018-06-19",
              "monto": 286218.0,
              "date_to": "2018-06-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4937-51-SE18",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f4abffbd-ef1c-4463-b262-5964b666f5fd",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LLANQUIHUE"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 962627.0,
          "date_min": "2014-03-03",
          "date_max": "2018-08-09",
          "sample": []
        },
        {
          "other": {
            "id": "a128a019-a4d6-43e3-a0d1-e715e51e8948",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE ANCUD"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 852713.0,
          "date_min": "2007-11-13",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 43750.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2658-788-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 245000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2658-27-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "70c4ca29-6f6a-4616-8038-41f8bbfaf87d",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE AYSEN"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 832166.0,
          "date_min": "2014-02-10",
          "date_max": "2016-03-29",
          "sample": [
            {
              "date": "2014-02-10",
              "monto": 273029.0,
              "date_to": "2014-02-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2712-71-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "12bba402-9efe-48ce-a162-9719b8d01ce6",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE EL QUISCO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 808083.0,
          "date_min": "2012-04-23",
          "date_max": "2019-03-11",
          "sample": []
        },
        {
          "other": {
            "id": "6eff44b2-2ebd-4f59-90ad-937e4abd79ff",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 788513.0,
          "date_min": "2020-07-31",
          "date_max": "2020-07-31",
          "sample": []
        },
        {
          "other": {
            "id": "00fb148f-34c9-4ae0-a895-fa9de4a5b120",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Arauco"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 786639.0,
          "date_min": "2011-06-07",
          "date_max": "2014-06-11",
          "sample": []
        },
        {
          "other": {
            "id": "ae0248f1-0e86-4d32-b4b0-3a3f826d7eb7",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 757081.0,
          "date_min": "2015-09-25",
          "date_max": "2015-09-25",
          "sample": []
        }
      ],
      "rest": {
        "counterparties": 81,
        "count": 119,
        "monto_sum": 26559902.0
      }
    }
  },
  "card_updated_at": "2026-07-21T06:54:19.275522+00:00",
  "insights": {
    "stats": {
      "grado": 478,
      "monto_sum": 191893505.0,
      "grado_pctl": 0.6146422628951748,
      "monto_pctl": 0.33011647254575704,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-12-18",
            "monto": 269350.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3540-968-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-04-29",
            "monto": 478380.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3527-195-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-11-10",
            "monto": 345512.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3527-652-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-09-26",
            "monto": 2907579.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3527-527-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-03-07",
            "monto": 345779.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3527-90-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-06-28",
            "monto": 214200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3537-346-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-05-29",
            "monto": 160650.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3537-180-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-07-08",
            "monto": 95390.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3542-652-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-04-07",
            "monto": 116917.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3537-214-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-05-25",
            "monto": 3100315.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3540-272-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-11-17",
            "monto": 542091.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3542-1054-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-12-22",
            "monto": 362507.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3537-870-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-03-12",
            "monto": 14289.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3537-236-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-04-27",
            "monto": 27122.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3537-377-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-09-21",
            "monto": 90518.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3540-484-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-12-18",
            "monto": 93290.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3540-682-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-12-09",
            "monto": 40989.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3540-656-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-12-22",
            "monto": 47189.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3537-1216-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-01-25",
            "monto": 169979.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3540-63-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-04-22",
            "monto": 114444.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3540-274-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-05-26",
            "monto": 267189.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3540-378-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-06-23",
            "monto": 285381.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3540-480-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-06-03",
            "monto": 232790.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3542-324-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-07-22",
            "monto": 247727.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3540-565-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-09-14",
            "monto": 42969.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3540-668-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-09-26",
            "monto": 381544.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3540-483-SE18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-05-17",
            "monto": 79979.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3540-266-MC19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-05-07",
            "monto": 1495080.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3527-23-AG20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-06-22",
            "monto": 599871.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3527-53-AG20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-08-25",
            "monto": 1791849.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3527-111-SE20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-08-28",
            "monto": 146979.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3537-478-AG20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-08-12",
            "monto": 545370.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3540-498-SE20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-05-28",
            "monto": 293689.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3540-325-AG21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-01-25",
            "monto": 564299.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3527-30-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 226345.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3540-570-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "17dace40-1820-4d1e-b38d-230d35671435",
            "kind": "empresa",
            "name": "IMPLEMENTOS S.A.",
            "role": "ancla"
          },
          {
            "id": "26aaaee1-1c77-45b4-8f94-53620d8b5c37",
            "kind": "institucion_publica",
            "name": "DIVISION LOGISTICA DEL EJERCITO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 16737551.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-06-06",
            "monto": 65450.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1004-66-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-04",
            "monto": 282463.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1895-106-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-06",
            "monto": 556546.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1895-115-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-09-06",
            "monto": 822290.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1895-215-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-09-12",
            "monto": 322490.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=996-195-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-09-06",
            "monto": 340324.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1895-214-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-08-23",
            "monto": 169089.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5750-226-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-01-22",
            "monto": 2832200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1336-5-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-07-24",
            "monto": 798180.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=997-518-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-10-29",
            "monto": 398650.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2263-208-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-12-04",
            "monto": 398650.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2263-222-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-12-09",
            "monto": 398650.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2263-226-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-05-19",
            "monto": 289784.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=997-320-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-08-30",
            "monto": 476001.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=997-548-MC18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-11-07",
            "monto": 242838.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1894-463-SE18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-02-20",
            "monto": 331073.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4590-28-MC19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-03-26",
            "monto": 324496.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4590-44-MC19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-09-05",
            "monto": 768823.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1337-93-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 55000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1004-53-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 237364.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1895-65-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "17dace40-1820-4d1e-b38d-230d35671435",
            "kind": "empresa",
            "name": "IMPLEMENTOS S.A.",
            "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": 10110361.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-09-20",
            "monto": 484884.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3046-864-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-20",
            "monto": 484884.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3046-858-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-20",
            "monto": 484884.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3046-861-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-17",
            "monto": 108451.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3046-655-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-22",
            "monto": 54555.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3046-786-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-13",
            "monto": 108451.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3046-873-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-02-26",
            "monto": 85342.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3046-155-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-07-28",
            "monto": 96332.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3046-825-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-08-11",
            "monto": 51576.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3046-887-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-12-28",
            "monto": 945669.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3046-1611-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-01-24",
            "monto": 1.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3046-1614-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-01-24",
            "monto": 1.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3046-1619-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-03",
            "monto": 224071.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3046-1011-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-03",
            "monto": 98912.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3046-1010-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-10-26",
            "monto": 236619.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3046-991-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-10-21",
            "monto": 331267.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3046-977-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-04-22",
            "monto": 161316.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3046-326-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-08-11",
            "monto": 232580.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3046-833-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-09-15",
            "monto": 103898.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3046-966-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-12-21",
            "monto": 296070.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": null,
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-04-25",
            "monto": 145579.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3046-373-SE18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 407466.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3046-397-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 407466.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3046-400-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 407466.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3046-401-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "17dace40-1820-4d1e-b38d-230d35671435",
            "kind": "empresa",
            "name": "IMPLEMENTOS S.A.",
            "role": "ancla"
          },
          {
            "id": "8aa0b7e0-f0f4-4b68-a119-e3b3fd209ab9",
            "kind": "institucion_publica",
            "name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 5957740.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-03-13",
            "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=2458-75-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-24",
            "monto": 233240.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2458-11227-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-12-21",
            "monto": 158906.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2458-327-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-06-27",
            "monto": 110205.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2458-223-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-06-23",
            "monto": 122470.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2458-228-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-10-06",
            "monto": 30790.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": null,
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-02-16",
            "monto": 36561.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2458-46-SE17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-01-15",
            "monto": 29338.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2458-27-SE18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-05-15",
            "monto": 59140.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2458-214-SE18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-07-12",
            "monto": 82515.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2458-280-SE18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-10-11",
            "monto": 39688.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2458-385-SE18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-01-23",
            "monto": 182293.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2458-23-SE19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-02-08",
            "monto": 74760.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2458-48-SE19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-08-26",
            "monto": 31139.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2458-359-SE19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-10-11",
            "monto": 153469.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2458-433-SE19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-10-14",
            "monto": 164905.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2458-436-SE19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-12-12",
            "monto": 202679.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2458-519-SE19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-04-21",
            "monto": 196759.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2458-95-SE21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-14",
            "monto": 161989.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2458-350-TD25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-01-23",
            "monto": 167939.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2458-15-TD26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 195000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2458-31-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "17dace40-1820-4d1e-b38d-230d35671435",
            "kind": "empresa",
            "name": "IMPLEMENTOS S.A.",
            "role": "ancla"
          },
          {
            "id": "ff46f4fb-f686-4e07-8428-b8d5bf0e8c33",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE PROVIDENCIA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2665835.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-08-08",
            "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=3760-11605-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-21",
            "monto": 226100.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3760-11646-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-02",
            "monto": 189924.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4703-11025-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-25",
            "monto": 646969.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4703-11056-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-11",
            "monto": 35790.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4703-11049-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-08",
            "monto": 150000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3760-154-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "17dace40-1820-4d1e-b38d-230d35671435",
            "kind": "empresa",
            "name": "IMPLEMENTOS S.A.",
            "role": "ancla"
          },
          {
            "id": "4a7f18de-e81c-4415-85e9-fe2f3408d18c",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE EL MONTE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1427283.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-11-13",
            "monto": 52062.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2658-924-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-31",
            "monto": 291550.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2658-60-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-04-21",
            "monto": 220351.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2658-455-SE20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 43750.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2658-788-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 245000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2658-27-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "17dace40-1820-4d1e-b38d-230d35671435",
            "kind": "empresa",
            "name": "IMPLEMENTOS S.A.",
            "role": "ancla"
          },
          {
            "id": "a128a019-a4d6-43e3-a0d1-e715e51e8948",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE ANCUD",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 852713.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-05-30",
            "monto": 60214.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3145-691-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-03",
            "monto": 77896.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3145-11671-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-03",
            "monto": 61240.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3145-820-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-08-27",
            "monto": 97578.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3145-1499-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-09-23",
            "monto": 72447.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3145-1650-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 50600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3145-427-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "17dace40-1820-4d1e-b38d-230d35671435",
            "kind": "empresa",
            "name": "IMPLEMENTOS S.A.",
            "role": "ancla"
          },
          {
            "id": "a8229cc8-a319-45d0-b737-c355bafb1fe6",
            "kind": "institucion_publica",
            "name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 419975.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-11-09",
            "monto": 19040.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3232-439-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 16000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3232-234-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "17dace40-1820-4d1e-b38d-230d35671435",
            "kind": "empresa",
            "name": "IMPLEMENTOS S.A.",
            "role": "ancla"
          },
          {
            "id": "6c0a9670-f684-41a4-b846-215f1d4e97ae",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Santo Domingo",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 35040.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 127,
        "monto": 150418769.0,
        "share": 0.7838658687275528
      },
      "periodo": {
        "desde": "2007-09-20",
        "hasta": "2026-03-27"
      },
      "monto_total": 191893505.0,
      "n_contratos": 478,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 1795104.0
        },
        {
          "anio": 2008,
          "monto": 3240394.0
        },
        {
          "anio": 2009,
          "monto": 1041599.0
        },
        {
          "anio": 2010,
          "monto": 13097334.0
        },
        {
          "anio": 2011,
          "monto": 9369541.0
        },
        {
          "anio": 2012,
          "monto": 5933939.0
        },
        {
          "anio": 2013,
          "monto": 7349244.0
        },
        {
          "anio": 2014,
          "monto": 8714060.0
        },
        {
          "anio": 2015,
          "monto": 10702298.0
        },
        {
          "anio": 2016,
          "monto": 11702294.0
        },
        {
          "anio": 2017,
          "monto": 8309446.0
        },
        {
          "anio": 2018,
          "monto": 15637685.0
        },
        {
          "anio": 2019,
          "monto": 19532016.0
        },
        {
          "anio": 2020,
          "monto": 24854110.0
        },
        {
          "anio": 2021,
          "monto": 9388871.0
        },
        {
          "anio": 2022,
          "monto": 14536493.0
        },
        {
          "anio": 2023,
          "monto": 10105718.0
        },
        {
          "anio": 2024,
          "monto": 7483310.0
        },
        {
          "anio": 2025,
          "monto": 6333915.0
        },
        {
          "anio": 2026,
          "monto": 474677.0
        }
      ],
      "td_conocidos": 466,
      "n_contrapartes": 130,
      "n_trato_directo": 394,
      "top_contrapartes": [
        {
          "id": "26aaaee1-1c77-45b4-8f94-53620d8b5c37",
          "name": "DIVISION LOGISTICA DEL EJERCITO",
          "monto": 16737551.0,
          "share": 0.08722312409687863
        },
        {
          "id": "7497d4e4-ec12-4519-835e-48960d8e3a00",
          "name": "I MUNICIPALIDAD DE LOS ANGELES",
          "monto": 14626824.0,
          "share": 0.07622365332271147
        },
        {
          "id": "e4dd306f-5286-4fd4-a452-d75da6e55e27",
          "name": "MINISTERIO DE OBRAS PUBLICAS DIREC CION GRAL DE OO PP DCYF",
          "monto": 10110361.0,
          "share": 0.05268735385285708
        }
      ],
      "pct_trato_directo": 0.8454935622317596
    },
    "senales": [
      "394 de sus 466 contratos con dato fueron por trato directo (85%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}