{
  "id": "a403dbcb-1baf-4270-bd49-97866bacef69",
  "kind": "institucion_publica",
  "canonical_name": "Ilustre Municipalidad de Tortel",
  "identity_class": "fuerte",
  "organism_code": "7301",
  "subunit_name": "Ilustre Municipalidad de Tortel",
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "69253400-K"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 3969,
      "monto_sum": null,
      "groups": [
        {
          "other": {
            "id": "f2c08d8b-9b7c-4af4-81be-a0211bc09be6",
            "kind": "persona",
            "canonical_name": "Juan Luciano Becerra Perez"
          },
          "direction": "out",
          "count": 66,
          "monto_sum": null,
          "date_min": "2007-07-11",
          "date_max": "2011-11-02",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2007-07-11",
              "date_to": "2007-07-11",
              "monto": 1966559.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-5-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2007-09-20",
              "date_to": "2007-09-20",
              "monto": 3158331.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-25-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2007-10-26",
              "date_to": "2007-10-26",
              "monto": 16760778.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-41-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2007-10-19",
              "date_to": "2007-10-19",
              "monto": 320591.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-39-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2007-10-18",
              "date_to": "2007-10-18",
              "monto": 205263.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-38-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-09-16",
              "date_to": "2008-09-16",
              "monto": 826767.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11049-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-12-29",
              "date_to": "2008-12-29",
              "monto": 948220.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11113-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-12-29",
              "date_to": "2008-12-29",
              "monto": 2360525.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11114-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2009-03-26",
              "date_to": "2009-03-26",
              "monto": 2954159.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-4-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2009-05-11",
              "date_to": "2009-05-11",
              "monto": 656459.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-8-SE09"
            }
          ]
        },
        {
          "other": {
            "id": "32483898-a7f1-427a-a4df-ac3de4836498",
            "kind": "empresa",
            "canonical_name": "AMINORTE S.A."
          },
          "direction": "out",
          "count": 12,
          "monto_sum": null,
          "date_min": "2007-06-05",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "adjudico_licitacion",
              "direction": "out",
              "date": "NA",
              "date_to": "NA",
              "monto": 404900.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2042-2-L107"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2007-06-05",
              "date_to": "2007-06-05",
              "monto": 481831.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-4-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-02-04",
              "date_to": "2008-02-04",
              "monto": 742962.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-4-CM08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-02-11",
              "date_to": "2008-02-11",
              "monto": 457339.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-6-CM08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-03-31",
              "date_to": "2008-03-31",
              "monto": 6298310.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-28-CM08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-03-31",
              "date_to": "2008-03-31",
              "monto": 532945.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-27-CM08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-05-07",
              "date_to": "2008-05-07",
              "monto": 119481.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-31-CM08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-12-15",
              "date_to": "2008-12-15",
              "monto": 1134800.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11090-CM08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-12-15",
              "date_to": "2008-12-15",
              "monto": 1566047.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11089-CM08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-12-16",
              "date_to": "2008-12-16",
              "monto": 50015.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11096-CM08"
            }
          ]
        },
        {
          "other": {
            "id": "c8c2f6bb-6875-41fd-b8a0-021086cd594f",
            "kind": "persona",
            "canonical_name": "Alba Igor"
          },
          "direction": "out",
          "count": 8,
          "monto_sum": null,
          "date_min": "2007-04-16",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "adjudico_licitacion",
              "direction": "out",
              "date": "NA",
              "date_to": "NA",
              "monto": 492760.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2042-3-L107"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2007-04-16",
              "date_to": "2007-04-16",
              "monto": 586384.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-3-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2007-08-28",
              "date_to": "2007-08-28",
              "monto": 409819.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-24-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2007-09-27",
              "date_to": "2007-09-27",
              "monto": 721497.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-28-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2007-10-04",
              "date_to": "2007-10-04",
              "monto": 8901947.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-32-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-01-08",
              "date_to": "2008-01-08",
              "monto": 332115.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-1-OC08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-03-18",
              "date_to": "2008-03-18",
              "monto": 307031.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11-OC08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-04-25",
              "date_to": "2008-04-25",
              "monto": 537615.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-29-OC08"
            }
          ]
        },
        {
          "other": {
            "id": "e10aed1c-02e7-491e-aeb2-c50007f750d5",
            "kind": "empresa",
            "canonical_name": "Espex - Licitaciones Públicas Zona Sur"
          },
          "direction": "out",
          "count": 5,
          "monto_sum": null,
          "date_min": "2008-03-31",
          "date_max": "2009-12-28",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-03-31",
              "date_to": "2008-03-31",
              "monto": 472370.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-15-CM08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-05-07",
              "date_to": "2008-05-07",
              "monto": 250078.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-30-CM08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-09-11",
              "date_to": "2008-09-11",
              "monto": 59500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11045-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-09-02",
              "date_to": "2008-09-02",
              "monto": 5857171.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11038-CM08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2009-12-28",
              "date_to": "2009-12-28",
              "monto": 1100505.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-30-CM09"
            }
          ]
        },
        {
          "other": {
            "id": "edec3846-9231-4a5f-ac3d-1d713c0cafe8",
            "kind": "empresa",
            "canonical_name": "CHILENA DE COMPUTACION LIMITADA"
          },
          "direction": "out",
          "count": 5,
          "monto_sum": null,
          "date_min": "2008-09-02",
          "date_max": "2011-03-24",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-09-02",
              "date_to": "2008-09-02",
              "monto": 812199.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11040-CM08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-12-16",
              "date_to": "2008-12-16",
              "monto": 85561.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11095-CM08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2010-11-26",
              "date_to": "2010-11-26",
              "monto": 688353.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-39-CM10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2011-02-24",
              "date_to": "2011-02-24",
              "monto": 319450.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-17-CM11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2011-03-24",
              "date_to": "2011-03-24",
              "monto": 357578.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-19-CM11"
            }
          ]
        },
        {
          "other": {
            "id": "cfe05335-e3c6-4e15-935d-8e1857d3178a",
            "kind": "persona",
            "canonical_name": "Carlos Leonel Soto Soto"
          },
          "direction": "out",
          "count": 4,
          "monto_sum": null,
          "date_min": "2007-01-24",
          "date_max": "2009-11-27",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2007-01-24",
              "date_to": "2007-01-24",
              "monto": 667136.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-1-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-04-01",
              "date_to": "2008-04-01",
              "monto": 40123.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-22-CM08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-12-26",
              "date_to": "2008-12-26",
              "monto": 215067.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11111-CM08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2009-11-27",
              "date_to": "2009-11-27",
              "monto": 110990.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-28-SE09"
            }
          ]
        },
        {
          "other": {
            "id": "48159067-4d47-4147-a1ef-e27201cb1341",
            "kind": "empresa",
            "canonical_name": "AGM y DIMAD S.A."
          },
          "direction": "out",
          "count": 4,
          "monto_sum": null,
          "date_min": "2008-05-07",
          "date_max": "2008-10-06",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-05-07",
              "date_to": "2008-05-07",
              "monto": 65553.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-32-CM08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-10-06",
              "date_to": "2008-10-06",
              "monto": 485462.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11042-CM08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-10-06",
              "date_to": "2008-10-06",
              "monto": 659893.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11043-CM08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-10-06",
              "date_to": "2008-10-06",
              "monto": 52434.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11044-CM08"
            }
          ]
        },
        {
          "other": {
            "id": "b12e911c-8f71-4089-901f-992a490945be",
            "kind": "persona",
            "canonical_name": "Audiovisual"
          },
          "direction": "out",
          "count": 4,
          "monto_sum": null,
          "date_min": "2008-09-29",
          "date_max": "2008-11-13",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-09-29",
              "date_to": "2008-09-29",
              "monto": 2380000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11062-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-09-30",
              "date_to": "2008-09-30",
              "monto": 2469135.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11063-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-10-10",
              "date_to": "2008-10-10",
              "monto": 3570000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11067-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-11-13",
              "date_to": "2008-11-13",
              "monto": 868259.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11083-SE08"
            }
          ]
        },
        {
          "other": {
            "id": "790cf0c0-f525-45ba-8299-0a6b22001add",
            "kind": "persona",
            "canonical_name": "Carlos Mansilla Gonzalez"
          },
          "direction": "out",
          "count": 4,
          "monto_sum": null,
          "date_min": "2009-04-01",
          "date_max": "2010-12-31",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2009-04-01",
              "date_to": "2009-04-01",
              "monto": 14816016.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-5-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2009-08-24",
              "date_to": "2009-08-24",
              "monto": 31090997.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-19-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2010-02-11",
              "date_to": "2010-02-11",
              "monto": 3154249.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-1-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2010-12-31",
              "date_to": "2010-12-31",
              "monto": 49747047.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-48-SE10"
            }
          ]
        },
        {
          "other": {
            "id": "91122563-040c-4ac7-bb44-3e18904f9fc7",
            "kind": "empresa",
            "canonical_name": "COMERCIAL ANDRES ANTONIO OTERO URIBE E.I.R.L."
          },
          "direction": "out",
          "count": 4,
          "monto_sum": null,
          "date_min": "2011-09-02",
          "date_max": "2011-10-18",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2011-10-18",
              "date_to": "2011-10-18",
              "monto": 1892100.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-70-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2011-10-18",
              "date_to": "2011-10-18",
              "monto": 3204967.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-69-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2011-09-14",
              "date_to": "2011-09-14",
              "monto": 279757.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-67-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2011-09-02",
              "date_to": "2011-09-02",
              "monto": 1489404.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-58-SE11"
            }
          ]
        },
        {
          "other": {
            "id": "e0f7c212-caaf-440f-ba5b-1bb8adb4ecc8",
            "kind": "empresa",
            "canonical_name": "COMERCIAL SAN CRISTOBAL S A"
          },
          "direction": "out",
          "count": 3,
          "monto_sum": null,
          "date_min": "2007-08-22",
          "date_max": "2008-09-12",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2007-08-22",
              "date_to": "2007-08-22",
              "monto": 296087.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-23-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2007-12-04",
              "date_to": "2007-12-04",
              "monto": 214580.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-50-CA07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-09-12",
              "date_to": "2008-09-12",
              "monto": 852159.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11047-SE08"
            }
          ]
        },
        {
          "other": {
            "id": "61985b00-bf46-4551-b361-9d190c7bbbad",
            "kind": "empresa",
            "canonical_name": "LAN AIRLINES S.A. - Portal LAN - Chilecompra"
          },
          "direction": "out",
          "count": 3,
          "monto_sum": null,
          "date_min": "2007-10-31",
          "date_max": "2009-05-26",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2007-10-31",
              "date_to": "2007-10-31",
              "monto": 99239.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-45-CA07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2007-10-31",
              "date_to": "2007-10-31",
              "monto": 99239.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-42-CA07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2009-05-26",
              "date_to": "2009-05-26",
              "monto": 706418.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-10-SE09"
            }
          ]
        },
        {
          "other": {
            "id": "270ca4a9-8887-4eb2-84bf-0079d68e9b74",
            "kind": "empresa",
            "canonical_name": "FARBEN"
          },
          "direction": "out",
          "count": 3,
          "monto_sum": null,
          "date_min": "2008-03-31",
          "date_max": "2008-12-16",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-03-31",
              "date_to": "2008-03-31",
              "monto": 287980.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-14-CM08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-12-16",
              "date_to": "2008-12-16",
              "monto": 539991.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11092-CM08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-12-15",
              "date_to": "2008-12-15",
              "monto": 521991.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11091-CM08"
            }
          ]
        },
        {
          "other": {
            "id": "0fc7f532-40c6-4e7e-9763-97571fb770d8",
            "kind": "empresa",
            "canonical_name": "GESTCAP"
          },
          "direction": "out",
          "count": 3,
          "monto_sum": null,
          "date_min": "2008-11-03",
          "date_max": "2008-11-03",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-11-03",
              "date_to": "2008-11-03",
              "monto": 1785000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11080-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-11-03",
              "date_to": "2008-11-03",
              "monto": 2380000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11081-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-11-03",
              "date_to": "2008-11-03",
              "monto": 1785000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11082-SE08"
            }
          ]
        },
        {
          "other": {
            "id": "45fd6b67-60a4-40af-8ef5-ad10f965b7ff",
            "kind": "empresa",
            "canonical_name": "IMPORTADORA Y DISTRIBUIDORA ARQUIMED LTDA"
          },
          "direction": "out",
          "count": 3,
          "monto_sum": null,
          "date_min": "2010-03-15",
          "date_max": "2011-02-09",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2010-03-15",
              "date_to": "2010-03-15",
              "monto": 2750209.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-4-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2011-02-09",
              "date_to": "2011-02-09",
              "monto": 998000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2011-02-08",
              "date_to": "2011-02-08",
              "monto": 6859160.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-10-SE11"
            }
          ]
        },
        {
          "other": {
            "id": "abe0f95d-f313-454a-ac4e-2712b3d097cb",
            "kind": "persona",
            "canonical_name": "Planeta Infantil"
          },
          "direction": "out",
          "count": 3,
          "monto_sum": null,
          "date_min": "2010-08-10",
          "date_max": "2011-08-26",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2010-08-11",
              "date_to": "2010-08-11",
              "monto": 738990.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-20-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2010-08-10",
              "date_to": "2010-08-10",
              "monto": 683298.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-19-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2011-08-26",
              "date_to": "2011-08-26",
              "monto": 543354.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-57-SE11"
            }
          ]
        },
        {
          "other": {
            "id": "0ab44b24-0fe4-4087-933b-03e8ada03179",
            "kind": "persona",
            "canonical_name": "Susana Lorena Maripillán Zurita"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": null,
          "date_min": "2025-06-18",
          "date_max": "2025-06-19",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-19",
              "date_to": "2025-06-19",
              "monto": 180000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-196-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-18",
              "date_to": "2025-06-18",
              "monto": 450000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-193-AG25"
            }
          ]
        },
        {
          "other": {
            "id": "9ef02220-f213-4b62-b9ab-6420a8b4ed13",
            "kind": "empresa",
            "canonical_name": "SOTOCOPIAS COMPUTACION LIMITADA"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": null,
          "date_min": "2025-06-19",
          "date_max": "2025-06-30",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-19",
              "date_to": "2025-06-19",
              "monto": 764027.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-195-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-30",
              "date_to": "2025-06-30",
              "monto": 379880.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-200-AG25"
            }
          ]
        },
        {
          "other": {
            "id": "bfa59981-5188-45c3-b36b-a6662822c61e",
            "kind": "empresa",
            "canonical_name": "GRAFFO DIENST"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": null,
          "date_min": "2025-06-05",
          "date_max": "2025-06-12",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-05",
              "date_to": "2025-06-05",
              "monto": 82490.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-181-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-12",
              "date_to": "2025-06-12",
              "monto": 74874.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-186-AG25"
            }
          ]
        },
        {
          "other": {
            "id": "5ea805ed-312a-4d2f-abfe-8cb1b8c794b5",
            "kind": "empresa",
            "canonical_name": "COMERCIAL EO LTDA."
          },
          "direction": "out",
          "count": 2,
          "monto_sum": null,
          "date_min": "2025-06-04",
          "date_max": "2025-06-04",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-04",
              "date_to": "2025-06-04",
              "monto": 598448.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-179-AG25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-04",
              "date_to": "2025-06-04",
              "monto": 597499.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-180-AG25"
            }
          ]
        },
        {
          "other": {
            "id": "82b291cc-95f1-407b-89de-4dd591cc07f6",
            "kind": "persona",
            "canonical_name": "Ana Zurita"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": null,
          "date_min": "2007-07-31",
          "date_max": "2011-11-04",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2007-07-31",
              "date_to": "2007-07-31",
              "monto": 9848342.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-20-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2011-11-04",
              "date_to": "2011-11-04",
              "monto": 8249056.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-83-SE11"
            }
          ]
        },
        {
          "other": {
            "id": "aa0aaf92-9f7b-48a6-827b-162bb9f862ae",
            "kind": "persona",
            "canonical_name": "Javier Adolfo González Medina"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": null,
          "date_min": "2007-07-13",
          "date_max": "2008-07-09",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2007-07-13",
              "date_to": "2007-07-13",
              "monto": 7711200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-7-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-07-09",
              "date_to": "2008-07-09",
              "monto": 8568000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-33-OC08"
            }
          ]
        },
        {
          "other": {
            "id": "dd441bd6-e3de-47f8-ace8-a10a1b6c401c",
            "kind": "persona",
            "canonical_name": "Guillermo Cardenas"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": null,
          "date_min": "2007-07-31",
          "date_max": "2009-05-06",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2007-07-31",
              "date_to": "2007-07-31",
              "monto": 11373720.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-19-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2009-05-06",
              "date_to": "2009-05-06",
              "monto": 17249999.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-7-SE09"
            }
          ]
        },
        {
          "other": {
            "id": "678398ae-e2c6-4ea7-8e1f-4f4e30e6aa3b",
            "kind": "persona",
            "canonical_name": "Artemio Ruiz"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": null,
          "date_min": "2007-07-31",
          "date_max": "2009-06-26",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2007-07-31",
              "date_to": "2007-07-31",
              "monto": 7780549.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-13-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2009-06-26",
              "date_to": "2009-06-26",
              "monto": 4750000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-15-SE09"
            }
          ]
        },
        {
          "other": {
            "id": "18112435-537b-4939-bc57-e08856fbe65d",
            "kind": "persona",
            "canonical_name": "Leopoldo Valdebenito"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": null,
          "date_min": "2007-10-16",
          "date_max": "2007-10-29",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2007-10-29",
              "date_to": "2007-10-29",
              "monto": 171233.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-35-CA07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2007-10-16",
              "date_to": "2007-10-16",
              "monto": 172966.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-36-CA07"
            }
          ]
        },
        {
          "other": {
            "id": "6847c9a4-e614-4f7c-8e1a-a7a5b1b68808",
            "kind": "persona",
            "canonical_name": "Claudioaldea"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": null,
          "date_min": "2007-11-30",
          "date_max": "2008-02-14",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2007-11-30",
              "date_to": "2007-11-30",
              "monto": 800000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-49-CA07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-02-14",
              "date_to": "2008-02-14",
              "monto": 714000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-8-CA08"
            }
          ]
        },
        {
          "other": {
            "id": "80a63a07-0b69-49c5-a22a-e208490b2b6d",
            "kind": "empresa",
            "canonical_name": "COMPUTACION E INGENIERIA S A"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": null,
          "date_min": "2007-12-28",
          "date_max": "2008-09-02",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2007-12-28",
              "date_to": "2007-12-28",
              "monto": 459240.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-56-CM07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-09-02",
              "date_to": "2008-09-02",
              "monto": 1005871.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11037-CM08"
            }
          ]
        },
        {
          "other": {
            "id": "40df1304-7b7e-4f33-b56a-a8a0511a82d2",
            "kind": "persona",
            "canonical_name": "Germán Augusto Alvarado Urrutia"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": null,
          "date_min": "2008-02-06",
          "date_max": "2009-06-25",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-02-06",
              "date_to": "2008-02-06",
              "monto": 17453287.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-5-OC08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2009-06-25",
              "date_to": "2009-06-25",
              "monto": 4750000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-13-SE09"
            }
          ]
        },
        {
          "other": {
            "id": "4dd28511-3b5f-47a4-832b-cfbf791424f5",
            "kind": "empresa",
            "canonical_name": "COMERCIALIZACION Y DISTRIBUCIO - CD COMP S.A."
          },
          "direction": "out",
          "count": 2,
          "monto_sum": null,
          "date_min": "2008-03-31",
          "date_max": "2008-03-31",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-03-31",
              "date_to": "2008-03-31",
              "monto": 215152.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-20-CM08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-03-31",
              "date_to": "2008-03-31",
              "monto": 258581.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-19-CM08"
            }
          ]
        },
        {
          "other": {
            "id": "a62c7b58-0097-4c81-84b5-7570d752699d",
            "kind": "empresa",
            "canonical_name": "RyC Servicios Computacionales Ltda"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": null,
          "date_min": "2008-03-31",
          "date_max": "2008-03-31",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-03-31",
              "date_to": "2008-03-31",
              "monto": 64509.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-17-CM08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-03-31",
              "date_to": "2008-03-31",
              "monto": 553507.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-18-CM08"
            }
          ]
        },
        {
          "other": {
            "id": "b8e14d7d-c2bb-46cf-a6a1-41305d7bf6b6",
            "kind": "empresa",
            "canonical_name": "UPGRADE (CHILE) S.A"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": null,
          "date_min": "2008-09-02",
          "date_max": "2008-09-12",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-09-12",
              "date_to": "2008-09-12",
              "monto": 677257.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11046-CM08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-09-02",
              "date_to": "2008-09-02",
              "monto": 625751.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11039-CM08"
            }
          ]
        },
        {
          "other": {
            "id": "3043641e-a9bc-4832-ab8f-e5189cd54090",
            "kind": "empresa",
            "canonical_name": "SISTEMAS MODULARES DE COMPUTACION SPA"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": null,
          "date_min": "2008-09-04",
          "date_max": "2008-10-08",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-09-04",
              "date_to": "2008-09-04",
              "monto": 2699999.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11041-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-10-08",
              "date_to": "2008-10-08",
              "monto": 459999.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11064-SE08"
            }
          ]
        },
        {
          "other": {
            "id": "a30a217d-33d1-4ba3-83b4-66652c1599d0",
            "kind": "empresa",
            "canonical_name": "CENTRO REGIONAL DE COMPUTACION E INFORMATICA DE CONCEPCION S.A."
          },
          "direction": "out",
          "count": 2,
          "monto_sum": null,
          "date_min": "2008-12-26",
          "date_max": "2010-09-24",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2008-12-26",
              "date_to": "2008-12-26",
              "monto": 433874.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11103-CM08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2010-09-24",
              "date_to": "2010-09-24",
              "monto": 763432.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-32-SE10"
            }
          ]
        },
        {
          "other": {
            "id": "619a05d7-3455-4037-a1d3-cf34bf29b842",
            "kind": "empresa",
            "canonical_name": "EMPRESA NACIONAL DE CERTIFICACION ELECTRONICA S A"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": null,
          "date_min": "2009-10-16",
          "date_max": "2009-10-16",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2009-10-16",
              "date_to": "2009-10-16",
              "monto": 1.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-25-CM09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2009-10-16",
              "date_to": "2009-10-16",
              "monto": 58846.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-26-CM09"
            }
          ]
        },
        {
          "other": {
            "id": "64a8fb69-24b5-4af5-8e49-3dc5c071afc0",
            "kind": "empresa",
            "canonical_name": "IMPRESION UNO SPA"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": null,
          "date_min": "2009-12-28",
          "date_max": "2011-05-13",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2009-12-28",
              "date_to": "2009-12-28",
              "monto": 66595.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-32-CM09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2011-05-13",
              "date_to": "2011-05-13",
              "monto": 326695.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-29-CM11"
            }
          ]
        },
        {
          "other": {
            "id": "e3ac2686-9d6b-49be-b17a-0f77c6f3b82e",
            "kind": "persona",
            "canonical_name": "Adolfo Guillermo Borquez Mayorga"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": null,
          "date_min": "2010-02-12",
          "date_max": "2011-03-25",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2010-02-12",
              "date_to": "2010-02-12",
              "monto": 3154249.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-2-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2011-03-25",
              "date_to": "2011-03-25",
              "monto": 44598150.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-20-SE11"
            }
          ]
        },
        {
          "other": {
            "id": "c9956d4e-3873-42db-abe7-9effca4087b2",
            "kind": "persona",
            "canonical_name": "Patricia"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": null,
          "date_min": "2010-06-30",
          "date_max": "2010-07-14",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2010-06-30",
              "date_to": "2010-06-30",
              "monto": 888888.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-14-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2010-07-14",
              "date_to": "2010-07-14",
              "monto": 1218000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-17-SE10"
            }
          ]
        },
        {
          "other": {
            "id": "3e345090-a7c5-4c98-ad71-65c7f188c2fc",
            "kind": "empresa",
            "canonical_name": "MONTAHUE"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": null,
          "date_min": "2010-08-12",
          "date_max": "2010-08-25",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2010-08-12",
              "date_to": "2010-08-12",
              "monto": 895356.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-23-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2010-08-25",
              "date_to": "2010-08-25",
              "monto": 976752.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-25-SE10"
            }
          ]
        },
        {
          "other": {
            "id": "ce1b1509-901a-4f95-a202-cb3149b12cbe",
            "kind": "empresa",
            "canonical_name": "SBS Educacion y Tecnología spa"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": null,
          "date_min": "2010-09-28",
          "date_max": "2011-04-06",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2010-09-28",
              "date_to": "2010-09-28",
              "monto": 4557600.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-34-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2011-04-06",
              "date_to": "2011-04-06",
              "monto": 573156.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-23-CM11"
            }
          ]
        },
        {
          "other": {
            "id": "ad6596a0-db39-47fc-bc7d-f57c1f5b1a36",
            "kind": "empresa",
            "canonical_name": "ICEEND LTDA"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": null,
          "date_min": "2010-12-24",
          "date_max": "2010-12-30",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2010-12-30",
              "date_to": "2010-12-30",
              "monto": 2.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-44-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2010-12-24",
              "date_to": "2010-12-24",
              "monto": 24999999.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-42-SE10"
            }
          ]
        },
        {
          "other": {
            "id": "161de149-5ac2-4dad-b6af-d7e66aa25f9f",
            "kind": "persona",
            "canonical_name": "Francisca Fritis Www.mundodidactico.cl"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": null,
          "date_min": "2010-12-09",
          "date_max": "2011-01-27",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2010-12-09",
              "date_to": "2010-12-09",
              "monto": 1518083.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-40-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2011-01-27",
              "date_to": "2011-01-27",
              "monto": 1042083.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-8-SE11"
            }
          ]
        },
        {
          "other": {
            "id": "93c10710-f61d-48a3-974a-76b0bbe00ca1",
            "kind": "persona",
            "canonical_name": "Fotograbados E Impresiones Studiocrea"
          },
          "direction": "out",
          "count": 2,
          "monto_sum": null,
          "date_min": "2011-03-17",
          "date_max": "2011-03-25",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2011-03-25",
              "date_to": "2011-03-25",
              "monto": 268940.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-21-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2011-03-17",
              "date_to": "2011-03-17",
              "monto": 53788.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-18-SE11"
            }
          ]
        },
        {
          "other": {
            "id": "ad1e8aba-b12c-4dec-8e24-619c124b4f56",
            "kind": "institucion_publica",
            "canonical_name": "Servicio Nacional de Capacitación y Empleo"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "NA",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 7095000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=45-105-LE07"
            }
          ]
        },
        {
          "other": {
            "id": "cfe905f3-a6d4-4aef-be64-4e596e98d6a5",
            "kind": "empresa",
            "canonical_name": "V&V E HIJOS SPA"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": null,
          "date_min": "2025-08-18",
          "date_max": "2025-08-18",
          "sample": [
            {
              "rel_type": "adjudico_licitacion",
              "direction": "out",
              "date": "2025-08-18",
              "date_to": "2025-08-18",
              "monto": 31878563.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2042-5-LE25"
            }
          ]
        },
        {
          "other": {
            "id": "e12d8c92-c733-4537-823a-ae67c57ce6b3",
            "kind": "empresa",
            "canonical_name": "Mariana Elisea"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": null,
          "date_min": "2025-06-12",
          "date_max": "2025-06-12",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-12",
              "date_to": "2025-06-12",
              "monto": 134981.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-187-AG25"
            }
          ]
        },
        {
          "other": {
            "id": "2f7c26b4-c1b2-41cf-8fa0-dd2c476627f7",
            "kind": "empresa",
            "canonical_name": "GASCO GLP - DIVISION NORTE"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": null,
          "date_min": "2025-06-16",
          "date_max": "2025-06-16",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-16",
              "date_to": "2025-06-16",
              "monto": 1251475.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-189-CM25"
            }
          ]
        },
        {
          "other": {
            "id": "d8634cc8-e132-4fa2-a393-45a6b91bc1e4",
            "kind": "persona",
            "canonical_name": "Victor Hugo Flores Folch"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": null,
          "date_min": "2025-06-16",
          "date_max": "2025-06-16",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-16",
              "date_to": "2025-06-16",
              "monto": 235000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-190-AG25"
            }
          ]
        },
        {
          "other": {
            "id": "70d65204-96e7-4c4f-ad1c-ca0a7cc03a7c",
            "kind": "empresa",
            "canonical_name": "VENTAS KUSAMI LIMITADA"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": null,
          "date_min": "2025-06-19",
          "date_max": "2025-06-19",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-19",
              "date_to": "2025-06-19",
              "monto": 236786.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-194-AG25"
            }
          ]
        },
        {
          "other": {
            "id": "e5519f89-d77a-4f1f-a545-8f67daa10cf1",
            "kind": "empresa",
            "canonical_name": "Ideas Consultores Ltda."
          },
          "direction": "out",
          "count": 1,
          "monto_sum": null,
          "date_min": "2025-06-09",
          "date_max": "2025-06-09",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-09",
              "date_to": "2025-06-09",
              "monto": 2.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-183-SE25"
            }
          ]
        },
        {
          "other": {
            "id": "09340a32-7bc8-47bf-a808-8a86678afe3d",
            "kind": "empresa",
            "canonical_name": "RESTAURANT KUSPE PATAGONIA LIMITADA"
          },
          "direction": "out",
          "count": 1,
          "monto_sum": null,
          "date_min": "2025-06-30",
          "date_max": "2025-06-30",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "out",
              "date": "2025-06-30",
              "date_to": "2025-06-30",
              "monto": 100000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-201-AG25"
            }
          ]
        }
      ],
      "rest": {
        "counterparties": 107,
        "count": 3775,
        "monto_sum": null
      }
    },
    "lobby": {
      "total": 2,
      "monto_sum": null,
      "groups": [
        {
          "other": {
            "id": "90d6412b-9ce0-4e16-a8a9-5916285cce7c",
            "kind": "persona",
            "canonical_name": "Rocío Loreto Lobos Sáez"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": null,
          "date_max": null,
          "sample": [
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.95,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        },
        {
          "other": {
            "id": "93e9c17c-24ae-4c7c-98ed-d296e025997a",
            "kind": "persona",
            "canonical_name": "Cristian Sagredo Palma"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": null,
          "date_max": null,
          "sample": [
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.95,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        }
      ],
      "rest": null
    }
  },
  "card_updated_at": null,
  "insights": {
    "stats": {
      "grado": 3959,
      "monto_sum": 22544347446.0,
      "grado_pctl": 0.7354838709677419,
      "monto_pctl": 0.9096774193548387,
      "sector_code": "municipal"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-07-11",
            "monto": 1966559.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-5-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-20",
            "monto": 3158331.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-25-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-26",
            "monto": 16760778.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-41-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-19",
            "monto": 320591.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-39-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-18",
            "monto": 205263.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-38-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-16",
            "monto": 826767.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11049-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-29",
            "monto": 948220.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11113-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-29",
            "monto": 2360525.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11114-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-26",
            "monto": 2954159.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-4-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-05-11",
            "monto": 656459.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-8-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-15",
            "monto": 4708049.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-29-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-06-11",
            "monto": 1483577.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-06-11",
            "monto": 317982.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-10-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-07-09",
            "monto": 1003215.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-16-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-07-09",
            "monto": 2385202.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-15-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-08-24",
            "monto": 2663167.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-24-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-11-17",
            "monto": 2491319.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-36-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-11-17",
            "monto": 3449751.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-37-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-12-28",
            "monto": 284326.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-47-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-12-28",
            "monto": 1214767.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-46-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-12-28",
            "monto": 710496.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-45-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-12-27",
            "monto": 904651.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-43-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-01-13",
            "monto": 233454.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-4-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-01-12",
            "monto": 1498609.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-3-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-01-13",
            "monto": 479379.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-6-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-01-12",
            "monto": 891141.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-2-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-02-10",
            "monto": 1155367.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-14-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-02-10",
            "monto": 336904.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-13-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-02-10",
            "monto": 565001.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-12-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-10-27",
            "monto": 985228.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-76-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-10-27",
            "monto": 37830.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-77-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-04-27",
            "monto": 299999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-26-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-05-03",
            "monto": 2111458.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-27-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-05-12",
            "monto": 786961.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-30-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-05-03",
            "monto": 1004340.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-28-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-05-13",
            "monto": 232769.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-31-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-06-16",
            "monto": 1495994.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-38-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-06-06",
            "monto": 1424389.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-34-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-06-16",
            "monto": 859606.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-36-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-06-16",
            "monto": 399051.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-35-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-06-16",
            "monto": 76571.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-37-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-06-06",
            "monto": 3249699.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-33-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-06-17",
            "monto": 148640.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-39-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-06-17",
            "monto": 404848.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-40-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-06-06",
            "monto": 1137640.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-32-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-07-19",
            "monto": 775026.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-52-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-07-04",
            "monto": 649939.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-43-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-07-18",
            "monto": 281000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-51-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-07-04",
            "monto": 274298.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-45-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-07-04",
            "monto": 925711.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-44-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-07-18",
            "monto": 310280.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-49-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-07-18",
            "monto": 456500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-48-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-07-18",
            "monto": 123881.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-50-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-07-08",
            "monto": 3299335.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-47-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-19",
            "monto": 1013865.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-56-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-05",
            "monto": 2559787.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-54-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-05",
            "monto": 225476.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-55-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-09-13",
            "monto": 1162700.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-64-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-09-07",
            "monto": 2761429.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-59-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-09-14",
            "monto": 506205.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-66-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-09-13",
            "monto": 380759.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-63-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-09-13",
            "monto": 172496.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-62-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-09-13",
            "monto": 546899.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-65-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-09-13",
            "monto": 447980.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-61-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-09-13",
            "monto": 760155.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-60-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-11-02",
            "monto": 422642.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-79-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-11-02",
            "monto": 911992.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-81-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-11-02",
            "monto": 476800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-80-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-11-02",
            "monto": 1485048.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-78-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-12-05",
            "monto": 375271.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-101-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-12-05",
            "monto": 1700919.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-100-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-12-05",
            "monto": 1006206.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-102-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-02-13",
            "monto": 2199999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-11-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-03-27",
            "monto": 4993074.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-20-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-05-15",
            "monto": 448985.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-37-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-05-15",
            "monto": 3154085.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-38-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-05-15",
            "monto": 2092891.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-36-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-07-13",
            "monto": 4438911.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-44-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-08-31",
            "monto": 2647291.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-48-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-08-31",
            "monto": 1351815.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-47-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-10-10",
            "monto": 251423.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-63-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-10-17",
            "monto": 3754860.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-65-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-12-21",
            "monto": 695000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-78-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-01-08",
            "monto": 3493711.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-2-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-02-08",
            "monto": 492640.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-7-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-03-05",
            "monto": 749689.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-29-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-03-25",
            "monto": 690278.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-39-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-03-25",
            "monto": 1279666.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-38-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-11-04",
            "monto": 5620684.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-93-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-05-26",
            "monto": 3189190.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-30-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-08-27",
            "monto": 2193951.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-51-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-12-17",
            "monto": 2150493.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-76-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-12-09",
            "monto": 4154281.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-70-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-02-27",
            "monto": 3962799.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-16-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-02-16",
            "monto": 74000000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-80-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-02-11",
            "monto": 1143992.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-14-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-04-13",
            "monto": 10800632.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-18-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-11-17",
            "monto": 4931733.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-47-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-05-23",
            "monto": 2117300.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-47-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-05-17",
            "monto": 24890836.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-45-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-10-07",
            "monto": 2393423.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": null,
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-10-12",
            "monto": 5000000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": null,
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-11-07",
            "monto": 3075745.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": null,
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-01-04",
            "monto": 1350482.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-151-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1652571.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2042-22-L107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-03-02",
            "monto": 1951799.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-47-SE17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-04-03",
            "monto": 3994991.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-64-SE17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-07-24",
            "monto": 1495020.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-104-SE17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-10-04",
            "monto": 724489.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-131-SE17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-10-17",
            "monto": 8800000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-140-SE17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-11-03",
            "monto": 448709.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-152-SE17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-01-18",
            "monto": 82337637.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-13-SE18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-04-11",
            "monto": 999999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-73-SE18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-08-13",
            "monto": 2999978.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-143-SE18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-01-15",
            "monto": 476000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-4-MC19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-02-05",
            "monto": 918800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-18-SE19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 2654060.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2042-31-L107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 269405.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2042-42-L107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 172490.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2042-43-L107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 14084688.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2042-52-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 928132.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2042-10-L108",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "a403dbcb-1baf-4270-bd49-97866bacef69",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Tortel",
            "role": "ancla"
          },
          {
            "id": "f2c08d8b-9b7c-4af4-81be-a0211bc09be6",
            "kind": "persona",
            "name": "JUAN LUCIANO BECERRA PEREZ",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 404220258.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-08-18",
            "monto": 31878563.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2042-5-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-20",
            "monto": 87410997.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-426-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-23",
            "monto": 149940.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-431-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-02",
            "monto": 66324352.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-321-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-02",
            "monto": 64284097.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-320-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-02",
            "monto": 55449954.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-319-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-09-02",
            "monto": 41042058.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-318-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-19",
            "monto": 37935489.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-250-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-05",
            "monto": 487900.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-371-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "a403dbcb-1baf-4270-bd49-97866bacef69",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Tortel",
            "role": "ancla"
          },
          {
            "id": "cfe905f3-a6d4-4aef-be64-4e596e98d6a5",
            "kind": "empresa",
            "name": "V&V E HIJOS SPA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 384963350.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-07-24",
            "monto": 631083.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-10-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 530322.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2042-21-L107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-04-18",
            "monto": 34976595.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-109-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-01-09",
            "monto": 22943735.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-2-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-01-03",
            "monto": 6918888.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-3-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-08-27",
            "monto": 165611561.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-309-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 8403362.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2042-48-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "a403dbcb-1baf-4270-bd49-97866bacef69",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Tortel",
            "role": "ancla"
          },
          {
            "id": "d9be95bb-c3b0-4aa2-b2c8-bce2c9645d9a",
            "kind": "persona",
            "name": "AUGUSTO DAMIÁN HERNÁNDEZ AGUILANTE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 240015546.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-07-31",
            "monto": 7828149.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-16-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-10-03",
            "monto": 15446599.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-53-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-07-21",
            "monto": 13750000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-40-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 6578277.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2042-12-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-12-10",
            "monto": 12201647.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-319-SE20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-08-12",
            "monto": 642600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-194-AG21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-04-05",
            "monto": 130000010.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-117-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "a403dbcb-1baf-4270-bd49-97866bacef69",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Tortel",
            "role": "ancla"
          },
          {
            "id": "690ae063-0d16-4edb-97f4-a0dffc76ba4b",
            "kind": "persona",
            "name": "MANUEL ROSENDO RUIZ BARRÍA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 186447282.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-07-31",
            "monto": 9933303.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-18-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-11-07",
            "monto": 5226000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-95-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-07-09",
            "monto": 2100000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-43-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-10-03",
            "monto": 12158998.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-86-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-11-20",
            "monto": 4000000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-48-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 8347314.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2042-14-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-02-10",
            "monto": 450000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-26-SE17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-08-30",
            "monto": 1999999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-119-SE17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-02-20",
            "monto": 1499999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-24-SE19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-05-15",
            "monto": 119000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-84-MC19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-11-25",
            "monto": 11062235.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-251-SE19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-01-19",
            "monto": 1190000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-8-AG21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-03-17",
            "monto": 1071000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-63-AG21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-01-07",
            "monto": 597380.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-5-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-03-23",
            "monto": 4736676.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-75-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-06-15",
            "monto": 535500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-186-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-06-30",
            "monto": 33685781.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-205-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-06-30",
            "monto": 2034900.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-201-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-07-11",
            "monto": 839664.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-218-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-12-19",
            "monto": 1699891.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-475-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-12-19",
            "monto": 1161992.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-472-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-01-27",
            "monto": 84946.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-19-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-11-17",
            "monto": 61653978.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-418-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-03-11",
            "monto": 4474270.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-70-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-05-06",
            "monto": 2487100.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-133-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "a403dbcb-1baf-4270-bd49-97866bacef69",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Tortel",
            "role": "ancla"
          },
          {
            "id": "c28a6f79-11b3-4868-9e06-99ba42c0f209",
            "kind": "persona",
            "name": "CLAUDIO IRIAN LANDEROS SEPÚLVEDA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 173149926.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-07-31",
            "monto": 8024110.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-12-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-05-11",
            "monto": 600000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-32-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-05-15",
            "monto": 600000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-34-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-12-29",
            "monto": 12325000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-83-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 6742950.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2042-7-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-10-24",
            "monto": 3251927.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": null,
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-12-06",
            "monto": 660450.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-161-SE17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-05-17",
            "monto": 10529100.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-88-SE19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-12-09",
            "monto": 10685555.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-312-SE20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-02-24",
            "monto": 33001022.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-43-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-03-01",
            "monto": 32085190.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-42-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-03-11",
            "monto": 1199999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-81-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-05-16",
            "monto": 1080960.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-166-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-07-25",
            "monto": 8011080.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-262-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-07-25",
            "monto": 7996800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-263-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-10-30",
            "monto": 1200000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-383-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-11-27",
            "monto": 1898050.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-409-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-11",
            "monto": 15436055.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-381-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-10",
            "monto": 1428000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-369-AG25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-03-24",
            "monto": 642600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-90-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-04-22",
            "monto": 3899868.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-133-AG26",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-24",
            "monto": 4986175.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2042-30-LE08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "a403dbcb-1baf-4270-bd49-97866bacef69",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Tortel",
            "role": "ancla"
          },
          {
            "id": "8915b6e9-a61f-41b1-8293-10986b164b5a",
            "kind": "persona",
            "name": "ARTEMIO ANDRÉS NAHUEL ARRATIA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 166284891.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-07-31",
            "monto": 7828149.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-17-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-10-03",
            "monto": 4927999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-60-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-08-22",
            "monto": 9534946.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-46-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-04-18",
            "monto": 4767969.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-37-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 6578277.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2042-13-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-08-29",
            "monto": 952000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-155-SE18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-05-17",
            "monto": 9191273.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-86-SE19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-08-14",
            "monto": 9442749.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-152-SE19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-12-03",
            "monto": 15628599.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-294-SE20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-02-24",
            "monto": 26973135.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-36-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "a403dbcb-1baf-4270-bd49-97866bacef69",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Tortel",
            "role": "ancla"
          },
          {
            "id": "31200503-9672-4520-801a-5c66a40d634e",
            "kind": "persona",
            "name": "JOSÉ AGUSTÍN MIRANDA GUZMÁN",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 95825096.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-08-01",
            "monto": 8512883.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-21-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-11-04",
            "monto": 8095999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-88-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-10-03",
            "monto": 11117999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-51-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-05-23",
            "monto": 39695999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-29-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-02-15",
            "monto": 4819060.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-18-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 7153684.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2042-17-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-22",
            "monto": 4462266.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2042-27-LE08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "a403dbcb-1baf-4270-bd49-97866bacef69",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Tortel",
            "role": "ancla"
          },
          {
            "id": "8429144c-144b-4419-9633-d2bbbe88a5b0",
            "kind": "persona",
            "name": "elba zurita",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 83857890.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-07-31",
            "monto": 8232615.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-15-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-10-03",
            "monto": 13906939.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-57-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-07-18",
            "monto": 42959999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-71-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 6918164.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2042-10-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-25",
            "monto": 4636958.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2042-34-LE08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "a403dbcb-1baf-4270-bd49-97866bacef69",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Tortel",
            "role": "ancla"
          },
          {
            "id": "24497155-92fb-46be-bb61-bec8bd260fd3",
            "kind": "persona",
            "name": "gabino zurita",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 76654675.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-07-31",
            "monto": 7780549.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-13-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-26",
            "monto": 4750000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-15-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-11-04",
            "monto": 8874000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-84-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-10-03",
            "monto": 15446599.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-55-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-08-22",
            "monto": 9890963.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-45-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-12-30",
            "monto": 12794319.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-84-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 6538277.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2042-8-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-25",
            "monto": 4564529.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2042-33-LE08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "a403dbcb-1baf-4270-bd49-97866bacef69",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Tortel",
            "role": "ancla"
          },
          {
            "id": "678398ae-e2c6-4ea7-8e1f-4f4e30e6aa3b",
            "kind": "persona",
            "name": "Artemio Ruiz",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 70639236.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-02-06",
            "monto": 17453287.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-5-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-25",
            "monto": 4750000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-13-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-01-27",
            "monto": 22345439.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-17-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 14666628.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2042-82-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "a403dbcb-1baf-4270-bd49-97866bacef69",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Tortel",
            "role": "ancla"
          },
          {
            "id": "40df1304-7b7e-4f33-b56a-a8a0511a82d2",
            "kind": "persona",
            "name": "GERMÁN AUGUSTO ALVARADO URRUTIA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 59215354.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-07-19",
            "monto": 8017809.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-8-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-03-08",
            "monto": 22070650.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-18-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 6737655.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2042-19-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-04-24",
            "monto": 1519200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2042-70-SE19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-25",
            "monto": 5294836.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "out",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2042-35-LE08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "a403dbcb-1baf-4270-bd49-97866bacef69",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Tortel",
            "role": "ancla"
          },
          {
            "id": "d4b71cb6-e581-4eab-a6bd-c7eb60c41a34",
            "kind": "persona",
            "name": "artidoro vargas sandoval",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 43640150.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 949,
        "monto": 13020204970.0,
        "share": 0.5773951167187488
      },
      "periodo": {
        "desde": "2007-01-24",
        "hasta": "2026-07-15"
      },
      "monto_total": 22549904897.0,
      "n_contratos": 3969,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 211420559.0
        },
        {
          "anio": 2008,
          "monto": 217474677.0
        },
        {
          "anio": 2009,
          "monto": 178289368.0
        },
        {
          "anio": 2010,
          "monto": 251400982.0
        },
        {
          "anio": 2011,
          "monto": 291944371.0
        },
        {
          "anio": 2012,
          "monto": 462453522.0
        },
        {
          "anio": 2013,
          "monto": 361252644.0
        },
        {
          "anio": 2014,
          "monto": 398518434.0
        },
        {
          "anio": 2015,
          "monto": 316873088.0
        },
        {
          "anio": 2016,
          "monto": 574700089.0
        },
        {
          "anio": 2017,
          "monto": 347337622.0
        },
        {
          "anio": 2018,
          "monto": 8958136725.0
        },
        {
          "anio": 2019,
          "monto": 553247190.0
        },
        {
          "anio": 2020,
          "monto": 867462387.0
        },
        {
          "anio": 2021,
          "monto": 716154127.0
        },
        {
          "anio": 2022,
          "monto": 1570804037.0
        },
        {
          "anio": 2023,
          "monto": 981806820.0
        },
        {
          "anio": 2024,
          "monto": 2478184516.0
        },
        {
          "anio": 2025,
          "monto": 1493853460.0
        },
        {
          "anio": 2026,
          "monto": 1084952146.0
        }
      ],
      "td_conocidos": 3894,
      "n_contrapartes": 952,
      "n_trato_directo": 2195,
      "top_contrapartes": [
        {
          "id": "e74928ea-be5e-478d-96cd-f421e06ab358",
          "name": "ICAFAL INGENIERIA Y CONSTRUCCION S.A.",
          "monto": 8223438602.0,
          "share": 0.3646773074902871
        },
        {
          "id": "596f9a54-bc37-4d96-9304-aeb20ab04ef4",
          "name": "ADMINISTRADORA DE VENTAS AL DETALLE LIMITADA",
          "monto": 855830627.0,
          "share": 0.03795273775694984
        },
        {
          "id": "9046c4f6-5965-4cb9-9c97-418910b410ff",
          "name": "RENÉ ADRIÁN VARGAS ALVARADO",
          "monto": 450430698.0,
          "share": 0.01997483803401426
        }
      ],
      "pct_trato_directo": 0.5636877247046739
    },
    "senales": [
      "2195 de sus 3894 contratos con dato fueron por trato directo (56%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}