{
  "id": "77e81825-e8be-4350-8c01-1a5543cd19c7",
  "kind": "empresa",
  "canonical_name": "Cambio  y  Fuera Ltda.",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "76185140-3"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 110,
      "monto_sum": 135105588.0,
      "groups": [
        {
          "other": {
            "id": "5ebf1aa9-4a7a-409c-b132-ba9876dbedef",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Lonquimay"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 11264514.0,
          "date_min": "2007-11-28",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 5143614.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4840-58-LE07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-28",
              "monto": 6120900.0,
              "date_to": "2007-11-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4840-115-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "140f1c05-51e2-4d6e-8a58-3640aafdb320",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE VIÑA DEL MAR"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 9832613.0,
          "date_min": "2025-03-13",
          "date_max": "2025-10-03",
          "sample": [
            {
              "date": "2025-09-09",
              "monto": 1126930.0,
              "date_to": "2025-09-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2424-1801-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-03-13",
              "monto": 4391100.0,
              "date_to": "2025-03-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2424-481-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-10-03",
              "monto": 4314583.0,
              "date_to": "2025-10-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2424-2019-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "444a69c0-fac8-4906-96b2-fa7b89bdb1cd",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Llay Llay"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 8312864.0,
          "date_min": "2025-03-10",
          "date_max": "2025-03-10",
          "sample": [
            {
              "date": "2025-03-10",
              "monto": 8312864.0,
              "date_to": "2025-03-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3882-66-SE25",
              "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": 4,
          "monto_sum": 8199100.0,
          "date_min": "2025-05-02",
          "date_max": "2025-11-21",
          "sample": [
            {
              "date": "2025-08-28",
              "monto": 571200.0,
              "date_to": "2025-08-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1095-79-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-06-11",
              "monto": 4129300.0,
              "date_to": "2025-06-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1280-91-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-11-21",
              "monto": 214200.0,
              "date_to": "2025-11-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1044-89-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-05-02",
              "monto": 3284400.0,
              "date_to": "2025-05-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1340-2483-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7d4e6490-56ce-4659-b9e5-383cff43e254",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 6697460.0,
          "date_min": "2007-09-28",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1637882.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5196-482-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-28",
              "monto": 3110499.0,
              "date_to": "2007-09-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5196-824-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-28",
              "monto": 1949079.0,
              "date_to": "2007-09-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5196-786-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4e7ef203-1aba-4bb8-b01b-81a0301b8ae9",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE CONCEPCION"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 5711048.0,
          "date_min": "2025-02-20",
          "date_max": "2025-02-20",
          "sample": [
            {
              "date": "2025-02-20",
              "monto": 5711048.0,
              "date_to": "2025-02-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1067526-20-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "41d2a8a8-e7f3-4cf6-be39-24bf354fbe26",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Ollagüe"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 5073798.0,
          "date_min": "2025-01-20",
          "date_max": "2025-07-11",
          "sample": [
            {
              "date": "2025-01-20",
              "monto": 843348.0,
              "date_to": "2025-01-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4051-9-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-05-07",
              "monto": 3498600.0,
              "date_to": "2025-05-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4051-146-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-01-22",
              "monto": 303450.0,
              "date_to": "2025-01-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4051-12-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-07-11",
              "monto": 428400.0,
              "date_to": "2025-07-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4051-230-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "656db778-c696-4a72-8513-e6db74602035",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE QUINTA NORMAL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 4652900.0,
          "date_min": "2025-06-13",
          "date_max": "2025-06-13",
          "sample": [
            {
              "date": "2025-06-13",
              "monto": 4652900.0,
              "date_to": "2025-06-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2453-582-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "59a6dcac-5509-4c28-9788-a7b413285347",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 4212600.0,
          "date_min": "2025-10-01",
          "date_max": "2025-10-01",
          "sample": [
            {
              "date": "2025-10-01",
              "monto": 4212600.0,
              "date_to": "2025-10-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1079580-396-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4a7f18de-e81c-4415-85e9-fe2f3408d18c",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE EL MONTE"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 4069800.0,
          "date_min": "2025-03-12",
          "date_max": "2025-04-14",
          "sample": [
            {
              "date": "2025-04-08",
              "monto": 1249500.0,
              "date_to": "2025-04-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3760-184-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-04-14",
              "monto": 1249500.0,
              "date_to": "2025-04-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3760-189-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-03-12",
              "monto": 1570800.0,
              "date_to": "2025-03-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3760-118-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "165f8b02-5def-4374-8195-778aea56fcc9",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD VALDIVIA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3808000.0,
          "date_min": "2025-03-05",
          "date_max": "2025-03-05",
          "sample": [
            {
              "date": "2025-03-05",
              "monto": 3808000.0,
              "date_to": "2025-03-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2281-1931-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "58081bee-807c-498d-b670-db13b9673113",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Curacautín"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 3627358.0,
          "date_min": "2007-11-27",
          "date_max": "2007-11-27",
          "sample": [
            {
              "date": "2007-11-27",
              "monto": 1656328.0,
              "date_to": "2007-11-27",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4118-41-LE07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-27",
              "monto": 1971030.0,
              "date_to": "2007-11-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4118-22-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9849c898-66a9-4794-9a7c-580328b58a9d",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2832200.0,
          "date_min": "2025-02-11",
          "date_max": "2025-02-11",
          "sample": [
            {
              "date": "2025-02-11",
              "monto": 2832200.0,
              "date_to": "2025-02-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1079454-36-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5db3ab3f-9dc0-4170-b609-d32d67bb35bf",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Curacaví"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2629900.0,
          "date_min": "2025-06-12",
          "date_max": "2025-06-12",
          "sample": [
            {
              "date": "2025-06-12",
              "monto": 2629900.0,
              "date_to": "2025-06-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4201-432-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "26aaaee1-1c77-45b4-8f94-53620d8b5c37",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 2496320.0,
          "date_min": "2007-09-11",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 462822.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3534-159-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-11",
              "monto": 550758.0,
              "date_to": "2007-09-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3534-763-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-13",
              "monto": 1482740.0,
              "date_to": "2025-08-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3527-234-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d0d6bed9-70ff-4658-a13f-2257d30bc513",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud Coquimbo"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2441880.0,
          "date_min": "2025-07-29",
          "date_max": "2025-07-29",
          "sample": [
            {
              "date": "2025-07-29",
              "monto": 2441880.0,
              "date_to": "2025-07-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1229788-238-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c056a83a-518d-458e-9904-424eac3c4979",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE JUAN FERNANDEZ"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2400706.0,
          "date_min": "2025-01-15",
          "date_max": "2025-01-15",
          "sample": [
            {
              "date": "2025-01-15",
              "monto": 2400706.0,
              "date_to": "2025-01-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2920-7-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "391d4f2c-82f3-47f3-9d89-f10c8a180438",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE MONTEPATRIA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2135670.0,
          "date_min": "2007-11-30",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 975192.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2992-67-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-30",
              "monto": 1160478.0,
              "date_to": "2007-11-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2992-141-SE07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d3d33ede-1e22-4cba-a7c3-dcc41c865dce",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de San Vicente de Tagua Tagua"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2063460.0,
          "date_min": "2025-02-12",
          "date_max": "2025-02-12",
          "sample": [
            {
              "date": "2025-02-12",
              "monto": 2063460.0,
              "date_to": "2025-02-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1050283-2289-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "621c81a3-6c1a-4def-abef-463a3055ebe4",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Quinta de Tilcoco"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 2034403.0,
          "date_min": "2013-08-23",
          "date_max": "2014-08-05",
          "sample": [
            {
              "date": "2013-08-23",
              "monto": 265588.0,
              "date_to": "2013-08-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3478-265-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-08-05",
              "monto": 1436215.0,
              "date_to": "2014-08-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3478-305-SE14",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-09-12",
              "monto": 332600.0,
              "date_to": "2013-09-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3478-304-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f1824374-0f77-4142-81a0-65e3d435d0b7",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1959263.0,
          "date_min": "2025-09-03",
          "date_max": "2025-09-03",
          "sample": [
            {
              "date": "2025-09-03",
              "monto": 1959263.0,
              "date_to": "2025-09-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=958433-71-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "93bea002-013c-4b51-87d5-4f58a68251cf",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Quirihue"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1927800.0,
          "date_min": "2025-08-06",
          "date_max": "2025-08-06",
          "sample": [
            {
              "date": "2025-08-06",
              "monto": 1927800.0,
              "date_to": "2025-08-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4174-306-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ff46f4fb-f686-4e07-8428-b8d5bf0e8c33",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE PROVIDENCIA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1904000.0,
          "date_min": "2025-01-20",
          "date_max": "2025-06-19",
          "sample": [
            {
              "date": "2025-06-19",
              "monto": 1071000.0,
              "date_to": "2025-06-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2458-198-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-01-20",
              "monto": 833000.0,
              "date_to": "2025-01-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2458-12-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "71335628-81dc-49ff-885d-ff5d0c605a1c",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CURICO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1749300.0,
          "date_min": "2025-04-09",
          "date_max": "2025-04-09",
          "sample": [
            {
              "date": "2025-04-09",
              "monto": 1749300.0,
              "date_to": "2025-04-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2436-498-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "92588a9c-45a9-453f-9451-c8627a94a0ba",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MARIA ELENA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1649340.0,
          "date_min": "2025-08-07",
          "date_max": "2025-08-07",
          "sample": [
            {
              "date": "2025-08-07",
              "monto": 1649340.0,
              "date_to": "2025-08-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3135-78-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "00151795-d53e-4f26-92ea-d2863561dac8",
            "kind": "institucion_publica",
            "canonical_name": "Corporación Municipal de Panguipulli"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1511300.0,
          "date_min": "2025-08-05",
          "date_max": "2025-08-05",
          "sample": [
            {
              "date": "2025-08-05",
              "monto": 1511300.0,
              "date_to": "2025-08-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267885-4188-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c69d6c44-c015-4c7f-8661-61b66834b5d8",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MACHALI"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1464656.0,
          "date_min": "2008-04-23",
          "date_max": "2025-05-14",
          "sample": [
            {
              "date": "2014-05-26",
              "monto": 374397.0,
              "date_to": "2014-05-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3177-395-SE14",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-23",
              "monto": 740399.0,
              "date_to": "2008-04-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3177-101-C108",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-05-14",
              "monto": 349860.0,
              "date_to": "2025-05-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3177-113-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ec08d282-26c9-49ea-b473-fb4bde47fd7c",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Freire"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1458107.0,
          "date_min": "2025-08-05",
          "date_max": "2025-08-05",
          "sample": [
            {
              "date": "2025-08-05",
              "monto": 1458107.0,
              "date_to": "2025-08-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3933-83-SE25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a820c14a-df8a-4f9a-94f0-4f8e02a1ee32",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE TOCOPILLA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1395870.0,
          "date_min": "2025-01-24",
          "date_max": "2025-01-24",
          "sample": [
            {
              "date": "2025-01-24",
              "monto": 1395870.0,
              "date_to": "2025-01-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3506-70-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "fbb51b13-d49a-4323-bb95-958dfeee48af",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE PEÑAFLOR"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1376563.0,
          "date_min": "2008-01-31",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 628568.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2731-86-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-01-31",
              "monto": 747995.0,
              "date_to": "2008-01-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2731-78-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ee8fac1c-19d3-4a16-8cb8-eb42d7b48ff8",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TEMUCO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1338750.0,
          "date_min": "2025-05-07",
          "date_max": "2025-05-07",
          "sample": [
            {
              "date": "2025-05-07",
              "monto": 1338750.0,
              "date_to": "2025-05-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1658-2807-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5057cbee-9883-43c9-9c9a-38bde7ea863b",
            "kind": "institucion_publica",
            "canonical_name": "POLICIA DE INVESTIGACIONES DE CHILE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1320900.0,
          "date_min": "2025-01-23",
          "date_max": "2025-02-11",
          "sample": [
            {
              "date": "2025-01-23",
              "monto": 856800.0,
              "date_to": "2025-01-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3275-60-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-02-11",
              "monto": 464100.0,
              "date_to": "2025-02-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3290-48-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1f12e491-05e8-438e-9ad2-1a67ed576515",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Olivar"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1300543.0,
          "date_min": "2007-11-05",
          "date_max": "2007-11-08",
          "sample": [
            {
              "date": "2007-11-05",
              "monto": 427868.0,
              "date_to": "2007-11-05",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3994-101-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-05",
              "monto": 165988.0,
              "date_to": "2007-11-05",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3994-103-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-08",
              "monto": 197525.0,
              "date_to": "2007-11-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3994-215-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-08",
              "monto": 509162.0,
              "date_to": "2007-11-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3994-214-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cb4ad90f-55ab-4194-89fc-dacd912b228a",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Requínoa"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1269486.0,
          "date_min": "2011-06-16",
          "date_max": "2015-09-03",
          "sample": [
            {
              "date": "2015-09-03",
              "monto": 391999.0,
              "date_to": "2015-09-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3663-515-SE15",
              "source_name": "chilecompra"
            },
            {
              "date": "2015-02-06",
              "monto": 319999.0,
              "date_to": "2015-02-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3663-66-SE15",
              "source_name": "chilecompra"
            },
            {
              "date": "2015-01-13",
              "monto": 358124.0,
              "date_to": "2015-01-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3663-7-SE15",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-06-16",
              "monto": 199364.0,
              "date_to": "2011-06-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3656-294-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "56893201-aa77-46ec-b981-96d1397734b8",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ANGELES"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1011500.0,
          "date_min": "2025-04-15",
          "date_max": "2025-04-15",
          "sample": [
            {
              "date": "2025-04-15",
              "monto": 1011500.0,
              "date_to": "2025-04-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-3869-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "bdbf9d3b-d657-446e-9e8a-479594b35bdb",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE SAN CLEMENTE"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1011500.0,
          "date_min": "2025-01-24",
          "date_max": "2025-01-24",
          "sample": [
            {
              "date": "2025-01-24",
              "monto": 1011500.0,
              "date_to": "2025-01-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4451-50-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "696d1291-824c-406c-85bf-5d8d4e05413b",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD SUR HOSPITAL SAN LUIS"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 999600.0,
          "date_min": "2025-02-10",
          "date_max": "2025-02-10",
          "sample": [
            {
              "date": "2025-02-10",
              "monto": 999600.0,
              "date_to": "2025-02-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1057496-262-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "bc164825-7925-4e4f-a9af-0eddfa302a54",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE PREVENCIÓN Y RESPUESTA ANTE DESASTRES"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 920312.0,
          "date_min": "2007-09-05",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 420234.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=758-61-L107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-05",
              "monto": 500078.0,
              "date_to": "2007-09-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=758-364-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2c9b5d4c-26e4-4df6-9646-86e9943b1782",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN PEDRO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 892500.0,
          "date_min": "2025-01-31",
          "date_max": "2025-01-31",
          "sample": [
            {
              "date": "2025-01-31",
              "monto": 892500.0,
              "date_to": "2025-01-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4499-14-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f4ed7919-8b9c-4c0e-b508-b1e17f0ca9eb",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOTA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 892500.0,
          "date_min": "2025-01-24",
          "date_max": "2025-01-24",
          "sample": [
            {
              "date": "2025-01-24",
              "monto": 892500.0,
              "date_to": "2025-01-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3017-30-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "24a9cd20-1019-447f-bf22-1aed887b8c30",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Loncoche"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 844900.0,
          "date_min": "2025-10-21",
          "date_max": "2025-10-21",
          "sample": [
            {
              "date": "2025-10-21",
              "monto": 844900.0,
              "date_to": "2025-10-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3151-558-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4f246aa6-67bf-446b-a4c9-e21844c3e2df",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Recoleta"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 780640.0,
          "date_min": "2025-02-27",
          "date_max": "2025-02-27",
          "sample": [
            {
              "date": "2025-02-27",
              "monto": 780640.0,
              "date_to": "2025-02-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1431841-20-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "793a59d3-9d96-40e4-b2b7-f9cb0fdf4398",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 740097.0,
          "date_min": "2007-10-09",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 337944.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3068-130-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-09",
              "monto": 402153.0,
              "date_to": "2007-10-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3068-217-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "dd5b3fcd-524c-4383-a2e4-a457dc63a19f",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD COQUIMBO HOSPITAL DR. HUMBERTO ELORZA CORTES"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 725900.0,
          "date_min": "2025-03-27",
          "date_max": "2025-10-01",
          "sample": [
            {
              "date": "2025-10-01",
              "monto": 240380.0,
              "date_to": "2025-10-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2125-4050-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-03-27",
              "monto": 122570.0,
              "date_to": "2025-03-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2125-2779-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-08-21",
              "monto": 120190.0,
              "date_to": "2025-08-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2125-3785-AG25",
              "source_name": "chilecompra"
            },
            {
              "date": "2025-05-26",
              "monto": 242760.0,
              "date_to": "2025-05-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2125-3225-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1880769c-fe8a-4dcb-914a-7c5df5194864",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 714000.0,
          "date_min": "2025-09-29",
          "date_max": "2025-09-29",
          "sample": [
            {
              "date": "2025-09-29",
              "monto": 714000.0,
              "date_to": "2025-09-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1953-1935-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ed50d04d-1aba-424e-adec-933389843d20",
            "kind": "institucion_publica",
            "canonical_name": "Dirección General de Aeronáutica Civil"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 659487.0,
          "date_min": "2008-01-29",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 301136.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1989-3-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-01-29",
              "monto": 358351.0,
              "date_to": "2008-01-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1989-6-OC08",
              "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": 590835.0,
          "date_min": "2025-03-13",
          "date_max": "2025-03-13",
          "sample": [
            {
              "date": "2025-03-13",
              "monto": 590835.0,
              "date_to": "2025-03-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3250-126-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "36125c77-dbf6-47e5-a6de-a18eb28c5a1b",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Penco"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 571200.0,
          "date_min": "2025-07-31",
          "date_max": "2025-07-31",
          "sample": [
            {
              "date": "2025-07-31",
              "monto": 571200.0,
              "date_to": "2025-07-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4494-446-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9f90a8b0-f360-4096-ad12-dfeb2ddb8838",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 547400.0,
          "date_min": "2025-02-20",
          "date_max": "2025-02-20",
          "sample": [
            {
              "date": "2025-02-20",
              "monto": 547400.0,
              "date_to": "2025-02-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3086-98-AG25",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6b04f2e8-3b40-4100-8f49-e1ad537362be",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ARICA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 523848.0,
          "date_min": "2008-01-11",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 239200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2585-26-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-01-11",
              "monto": 284648.0,
              "date_to": "2008-01-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-49-OC08",
              "source_name": "chilecompra"
            }
          ]
        }
      ],
      "rest": {
        "counterparties": 21,
        "count": 23,
        "monto_sum": 6556897.0
      }
    }
  },
  "card_updated_at": "2026-07-21T06:29:05.586911+00:00",
  "insights": {
    "stats": {
      "grado": 110,
      "monto_sum": 135105588.0,
      "grado_pctl": 0.21900269541778974,
      "monto_pctl": 0.28369272237196763,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-11-28",
            "monto": 6120900.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4840-115-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 5143614.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4840-58-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "77e81825-e8be-4350-8c01-1a5543cd19c7",
            "kind": "empresa",
            "name": "Cambio  y  Fuera Ltda.",
            "role": "ancla"
          },
          {
            "id": "5ebf1aa9-4a7a-409c-b132-ba9876dbedef",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Lonquimay",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 11264514.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-09-28",
            "monto": 1949079.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5196-786-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-28",
            "monto": 3110499.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5196-824-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1637882.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5196-482-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "77e81825-e8be-4350-8c01-1a5543cd19c7",
            "kind": "empresa",
            "name": "Cambio  y  Fuera Ltda.",
            "role": "ancla"
          },
          {
            "id": "7d4e6490-56ce-4659-b9e5-383cff43e254",
            "kind": "institucion_publica",
            "name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 6697460.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-11-27",
            "monto": 1971030.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4118-22-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-27",
            "monto": 1656328.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4118-41-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "77e81825-e8be-4350-8c01-1a5543cd19c7",
            "kind": "empresa",
            "name": "Cambio  y  Fuera Ltda.",
            "role": "ancla"
          },
          {
            "id": "58081bee-807c-498d-b670-db13b9673113",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Curacautín",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 3627358.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-09-11",
            "monto": 550758.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3534-763-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 462822.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3534-159-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-13",
            "monto": 1482740.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3527-234-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "77e81825-e8be-4350-8c01-1a5543cd19c7",
            "kind": "empresa",
            "name": "Cambio  y  Fuera Ltda.",
            "role": "ancla"
          },
          {
            "id": "26aaaee1-1c77-45b4-8f94-53620d8b5c37",
            "kind": "institucion_publica",
            "name": "DIVISION LOGISTICA DEL EJERCITO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2496320.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-11-30",
            "monto": 1160478.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2992-141-SE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 975192.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2992-67-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "77e81825-e8be-4350-8c01-1a5543cd19c7",
            "kind": "empresa",
            "name": "Cambio  y  Fuera Ltda.",
            "role": "ancla"
          },
          {
            "id": "391d4f2c-82f3-47f3-9d89-f10c8a180438",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE MONTEPATRIA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2135670.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-01-31",
            "monto": 747995.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2731-78-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 628568.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2731-86-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "77e81825-e8be-4350-8c01-1a5543cd19c7",
            "kind": "empresa",
            "name": "Cambio  y  Fuera Ltda.",
            "role": "ancla"
          },
          {
            "id": "fbb51b13-d49a-4323-bb95-958dfeee48af",
            "kind": "institucion_publica",
            "name": "MUNICIPALIDAD DE PEÑAFLOR",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1376563.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-11-08",
            "monto": 197525.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3994-215-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-08",
            "monto": 509162.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3994-214-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-05",
            "monto": 427868.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3994-101-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-05",
            "monto": 165988.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3994-103-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "77e81825-e8be-4350-8c01-1a5543cd19c7",
            "kind": "empresa",
            "name": "Cambio  y  Fuera Ltda.",
            "role": "ancla"
          },
          {
            "id": "1f12e491-05e8-438e-9ad2-1a67ed576515",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Olivar",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1300543.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-09-05",
            "monto": 500078.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=758-364-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 420234.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=758-61-L107",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "77e81825-e8be-4350-8c01-1a5543cd19c7",
            "kind": "empresa",
            "name": "Cambio  y  Fuera Ltda.",
            "role": "ancla"
          },
          {
            "id": "bc164825-7925-4e4f-a9af-0eddfa302a54",
            "kind": "institucion_publica",
            "name": "SERVICIO NACIONAL DE PREVENCIÓN Y RESPUESTA ANTE DESASTRES",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 920312.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-10-09",
            "monto": 402153.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3068-217-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 337944.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3068-130-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "77e81825-e8be-4350-8c01-1a5543cd19c7",
            "kind": "empresa",
            "name": "Cambio  y  Fuera Ltda.",
            "role": "ancla"
          },
          {
            "id": "793a59d3-9d96-40e4-b2b7-f9cb0fdf4398",
            "kind": "institucion_publica",
            "name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 740097.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-01-29",
            "monto": 358351.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1989-6-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 301136.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1989-3-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "77e81825-e8be-4350-8c01-1a5543cd19c7",
            "kind": "empresa",
            "name": "Cambio  y  Fuera Ltda.",
            "role": "ancla"
          },
          {
            "id": "ed50d04d-1aba-424e-adec-933389843d20",
            "kind": "institucion_publica",
            "name": "Dirección General de Aeronáutica Civil",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 659487.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-01-11",
            "monto": 284648.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-49-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 239200.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2585-26-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "77e81825-e8be-4350-8c01-1a5543cd19c7",
            "kind": "empresa",
            "name": "Cambio  y  Fuera Ltda.",
            "role": "ancla"
          },
          {
            "id": "6b04f2e8-3b40-4100-8f49-e1ad537362be",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE ARICA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 523848.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-09-25",
            "monto": 214997.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1736-3100-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 180670.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1736-739-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "77e81825-e8be-4350-8c01-1a5543cd19c7",
            "kind": "empresa",
            "name": "Cambio  y  Fuera Ltda.",
            "role": "ancla"
          },
          {
            "id": "2710ee1d-9501-4726-b546-c46adb6b7a8a",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE LA COMUNA DE EL BOSQUE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 395667.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 68,
        "monto": 105695597.0,
        "share": 0.7823184707948572
      },
      "periodo": {
        "desde": "2007-09-05",
        "hasta": "2025-11-21"
      },
      "monto_total": 135105588.0,
      "n_contratos": 110,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 19067743.0
        },
        {
          "anio": 2008,
          "monto": 2131393.0
        },
        {
          "anio": 2010,
          "monto": 629471.0
        },
        {
          "anio": 2011,
          "monto": 199364.0
        },
        {
          "anio": 2013,
          "monto": 598188.0
        },
        {
          "anio": 2014,
          "monto": 1810612.0
        },
        {
          "anio": 2015,
          "monto": 1070122.0
        },
        {
          "anio": 2025,
          "monto": 99161433.0
        }
      ],
      "td_conocidos": 96,
      "n_contrapartes": 71,
      "n_trato_directo": 53,
      "top_contrapartes": [
        {
          "id": "5ebf1aa9-4a7a-409c-b132-ba9876dbedef",
          "name": "Ilustre Municipalidad de Lonquimay",
          "monto": 11264514.0,
          "share": 0.08337563358223199
        },
        {
          "id": "140f1c05-51e2-4d6e-8a58-3640aafdb320",
          "name": "I.MUNICIPALIDAD DE VIÑA DEL MAR",
          "monto": 9832613.0,
          "share": 0.07277724885813013
        },
        {
          "id": "444a69c0-fac8-4906-96b2-fa7b89bdb1cd",
          "name": "Ilustre Municipalidad de Llay Llay",
          "monto": 8312864.0,
          "share": 0.061528646764780745
        }
      ],
      "pct_trato_directo": 0.5520833333333334
    },
    "senales": [
      "53 de sus 96 contratos con dato fueron por trato directo (55%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}