{
  "id": "75313461-c118-4386-b131-5132fe77849d",
  "kind": "empresa",
  "canonical_name": "NTT CHILE S.A.",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "96522300-2"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 231,
      "monto_sum": null,
      "groups": [
        {
          "other": {
            "id": "7b7fe15f-84f9-4ca9-9132-62e906cb8c8a",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL INTERIOR"
          },
          "direction": "in",
          "count": 64,
          "monto_sum": null,
          "date_min": "2008-02-15",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-02-15",
              "date_to": "2008-02-15",
              "monto": 5753830.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5274-24-OC08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-03-31",
              "date_to": "2008-03-31",
              "monto": 24566269.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-679-G108"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-06-28",
              "date_to": "2008-06-28",
              "monto": 81732871.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-1184-OC08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-06-28",
              "date_to": "2008-06-28",
              "monto": 414138361.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-1185-OC08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-07-09",
              "date_to": "2008-07-09",
              "monto": 88716146.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-1240-OC08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-09-11",
              "date_to": "2008-09-11",
              "monto": 93338296.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-12521-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-11-28",
              "date_to": "2008-11-28",
              "monto": 73955540.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-13088-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-02-25",
              "date_to": "2009-02-25",
              "monto": 37093879.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-369-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-02-25",
              "date_to": "2009-02-25",
              "monto": 6798813.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-393-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-02-25",
              "date_to": "2009-02-25",
              "monto": 24823762.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-371-SE09"
            }
          ]
        },
        {
          "other": {
            "id": "5fdc4f40-20ee-45a5-822f-b6609e7cc198",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE CHILE - Gerencia Comercial y Marketing Hospital"
          },
          "direction": "in",
          "count": 36,
          "monto_sum": null,
          "date_min": "2009-10-21",
          "date_max": "2023-10-17",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-10-21",
              "date_to": "2009-10-21",
              "monto": 5015163.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-178-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-02-09",
              "date_to": "2010-02-09",
              "monto": 3377.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-24-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-03-18",
              "date_to": "2010-03-18",
              "monto": 1310388.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-42-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-03-19",
              "date_to": "2010-03-19",
              "monto": 486112.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-46-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-03-09",
              "date_to": "2010-03-09",
              "monto": 3453.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-26-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-04-21",
              "date_to": "2010-04-21",
              "monto": 2404083.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-94-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-05-10",
              "date_to": "2010-05-10",
              "monto": 603830.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-120-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-08-23",
              "date_to": "2010-08-23",
              "monto": 495928.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5707-295-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-05-03",
              "date_to": "2011-05-03",
              "monto": 52035.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5610-701-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-08-08",
              "date_to": "2011-08-08",
              "monto": 1844495.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5610-1304-SE11"
            }
          ]
        },
        {
          "other": {
            "id": "e5a638c7-6ad0-410a-99ea-abd389fc281b",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL TRABAJO"
          },
          "direction": "in",
          "count": 28,
          "monto_sum": null,
          "date_min": "2013-05-17",
          "date_max": "2024-10-07",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-05-17",
              "date_to": "2013-05-17",
              "monto": 23055842.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=630-256-CM13"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-06-09",
              "date_to": "2014-06-09",
              "monto": 20749969.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=630-309-CM14"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-06-05",
              "date_to": "2014-06-05",
              "monto": 25228164.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=630-310-CM14"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-12-22",
              "date_to": "2014-12-22",
              "monto": 8959711.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=630-941-CM14"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2015-11-03",
              "date_to": "2015-11-03",
              "monto": 13271547.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=630-933-CM15"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2016-07-29",
              "date_to": "2016-07-29",
              "monto": 16032269.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=630-646-CM16"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-05-22",
              "date_to": "2017-05-22",
              "monto": 16263221.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=630-335-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-05-16",
              "date_to": "2017-05-16",
              "monto": 12057585.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=630-299-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-05-16",
              "date_to": "2017-05-16",
              "monto": 5033796.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=630-321-CM17"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-08-16",
              "date_to": "2017-08-16",
              "monto": 20743143.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=630-582-CM17"
            }
          ]
        },
        {
          "other": {
            "id": "7c12cb34-d186-48de-be67-141f2f3c4416",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE RELACION"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": null,
          "date_min": "2011-07-01",
          "date_max": "2015-10-23",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-07-01",
              "date_to": "2011-07-01",
              "monto": 5114066.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=520149-1097-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-12-06",
              "date_to": "2011-12-06",
              "monto": 159783.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=520149-2179-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-05-10",
              "date_to": "2012-05-10",
              "monto": 19754023.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=520149-795-SE12"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-11-26",
              "date_to": "2012-11-26",
              "monto": 23593978.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=520149-2259-CM12"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-05-27",
              "date_to": "2013-05-27",
              "monto": 1595945.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=520149-1026-CM13"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-09-17",
              "date_to": "2013-09-17",
              "monto": 115540365.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=520149-1775-CM13"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-08-27",
              "date_to": "2014-08-27",
              "monto": 11624702.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=520149-1546-CM14"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-09-15",
              "date_to": "2014-09-15",
              "monto": 5460122.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=520149-1658-CM14"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-09-03",
              "date_to": "2014-09-03",
              "monto": 10371017.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=520149-1583-CM14"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-11-03",
              "date_to": "2014-11-03",
              "monto": 199820567.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=520149-2000-SE14"
            }
          ]
        },
        {
          "other": {
            "id": "b33c3787-2484-44d1-847d-c0da5a77260b",
            "kind": "institucion_publica",
            "canonical_name": "Tesorería General de la República"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": null,
          "date_min": "2007-02-27",
          "date_max": "2011-10-05",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-02-27",
              "date_to": "2007-02-27",
              "monto": 7440000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=622-226-CA07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-02-06",
              "date_to": "2008-02-06",
              "monto": 3493225.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=622-205-CA08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-10-16",
              "date_to": "2008-10-16",
              "monto": 16280603.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=622-12450-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-03-17",
              "date_to": "2009-03-17",
              "monto": 7369550.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=622-513-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-03-23",
              "date_to": "2010-03-23",
              "monto": 7076056.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=622-564-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-02-08",
              "date_to": "2011-02-08",
              "monto": 3696021.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=622-274-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-10-05",
              "date_to": "2011-10-05",
              "monto": 7223610.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=622-2214-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-10-05",
              "date_to": "2011-10-05",
              "monto": 8148624.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=622-2213-SE11"
            }
          ]
        },
        {
          "other": {
            "id": "c9cd83a0-ceeb-42ae-bc88-033eb9630127",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE IMPUESTOS INTERNOS DIRECCION"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": null,
          "date_min": "2012-12-27",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-12-27",
              "date_to": "2012-12-27",
              "monto": 11800176.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1605-885-CM12"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2015-11-04",
              "date_to": "2015-11-04",
              "monto": 17172392.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1605-895-CM15"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2018-10-22",
              "date_to": "2018-10-22",
              "monto": 2297755.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1605-538-CM18"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-19",
              "date_to": "2025-06-19",
              "monto": 50661111.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1605-210-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2020-10-22",
              "date_to": "2020-10-22",
              "monto": 2665853.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1605-409-CM20"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2023-10-13",
              "date_to": "2023-10-13",
              "monto": 5090310922.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1605-330-SE23"
            },
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 57416.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1605-287-LP07"
            }
          ]
        },
        {
          "other": {
            "id": "f04a8a67-50a4-48a9-83bc-de4236510b22",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DEL BIO BIO"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": null,
          "date_min": "2007-04-17",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2020-05-12",
              "date_to": "2020-05-12",
              "monto": 260692460.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2704-591-SE20"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-04-17",
              "date_to": "2007-04-17",
              "monto": 119952.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2704-919-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2021-12-22",
              "date_to": "2021-12-22",
              "monto": 16059666.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2704-1230-SE21"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2022-09-30",
              "date_to": "2022-09-30",
              "monto": 12911349.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2704-1890-SE22"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2022-10-26",
              "date_to": "2022-10-26",
              "monto": 1874500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2704-2185-SE22"
            },
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 100800.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2704-600-CO07"
            }
          ]
        },
        {
          "other": {
            "id": "c6f4adfb-d7b6-46c9-b1e7-654a008776a8",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE SANTIAGO DE CHILE"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": null,
          "date_min": "2008-01-14",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-01-18",
              "date_to": "2008-01-18",
              "monto": 501727.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-183-OC08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-01-14",
              "date_to": "2008-01-14",
              "monto": 555539.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-126-OC08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-09-10",
              "date_to": "2014-09-10",
              "monto": 9641546.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-2726-CM14"
            },
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 308140.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5067-25-CO08"
            },
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 210810.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5067-50-CO08"
            }
          ]
        },
        {
          "other": {
            "id": "bf8a2ae7-23b8-4228-8732-94e4b2023047",
            "kind": "institucion_publica",
            "canonical_name": "GOBIERNO REGIONAL IV REGION COQUIMBO"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": null,
          "date_min": "2008-03-31",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-03-31",
              "date_to": "2008-03-31",
              "monto": 5221720.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=624-104-OC08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-04-16",
              "date_to": "2009-04-16",
              "monto": 9599209.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=624-98-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-11-02",
              "date_to": "2010-11-02",
              "monto": 3538733.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=624-763-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-02-08",
              "date_to": "2011-02-08",
              "monto": 108475.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=624-96-SE11"
            },
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 4388000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=624-23-J108"
            }
          ]
        },
        {
          "other": {
            "id": "edf8bd0a-9c0f-4aa6-8299-e224f338ebec",
            "kind": "institucion_publica",
            "canonical_name": "CONTRALORIA GENERAL DE LA REPUBLICA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": null,
          "date_min": "2008-11-13",
          "date_max": "2014-06-19",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-11-13",
              "date_to": "2008-11-13",
              "monto": 93031373.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=885-11703-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-10-07",
              "date_to": "2009-10-07",
              "monto": 1401366.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=885-1146-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-06-30",
              "date_to": "2010-06-30",
              "monto": 3273078.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=885-790-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-06-19",
              "date_to": "2014-06-19",
              "monto": 5486926.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=885-1731-CM14"
            }
          ]
        },
        {
          "other": {
            "id": "fa197139-ab64-441c-8e10-622adc18f247",
            "kind": "institucion_publica",
            "canonical_name": "Superintendencia del Medio Ambiente"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": null,
          "date_min": "2013-09-16",
          "date_max": "2014-12-02",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-09-16",
              "date_to": "2013-09-16",
              "monto": 3354017.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=611669-752-CM13"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-10-10",
              "date_to": "2013-10-10",
              "monto": 3333772.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=611669-817-CM13"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-11-12",
              "date_to": "2013-11-12",
              "monto": 1303440.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=611669-945-CM13"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-12-02",
              "date_to": "2014-12-02",
              "monto": 21256186.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=611669-594-CM14"
            }
          ]
        },
        {
          "other": {
            "id": "c1351b81-62b1-4a95-bc28-e47661d5cfa6",
            "kind": "institucion_publica",
            "canonical_name": "Ministerio Secretaría General de Gobierno"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": null,
          "date_min": "2007-12-28",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-12-28",
              "date_to": "2007-12-28",
              "monto": 4378148.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=876-2096-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-03-28",
              "date_to": "2013-03-28",
              "monto": 490507.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=876-347-CM13"
            },
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 3679116.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=876-314-LE07"
            }
          ]
        },
        {
          "other": {
            "id": "7ae53ae8-befe-4dae-89c5-d442207953be",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DE EVALUACION SOCIAL"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": null,
          "date_min": "2014-06-11",
          "date_max": "2014-12-18",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-06-11",
              "date_to": "2014-06-11",
              "monto": 39851436.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=730566-360-CM14"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-12-16",
              "date_to": "2014-12-16",
              "monto": 42317424.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=730566-1039-CM14"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-12-18",
              "date_to": "2014-12-18",
              "monto": 43095469.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=730566-1087-CM14"
            }
          ]
        },
        {
          "other": {
            "id": "8f6b8cbc-3e04-4d5c-b715-fe6c0315a2cb",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ILLAPEL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2007-01-12",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-01-12",
              "date_to": "2007-01-12",
              "monto": 354620.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3513-45-OC07"
            },
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 298000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3513-4-CO07"
            }
          ]
        },
        {
          "other": {
            "id": "1f7c7ef6-d907-4ffd-86ed-607569c3cdc2",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE DALCAHUE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2007-05-09",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-05-09",
              "date_to": "2007-05-09",
              "monto": 539250.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4482-22-OC07"
            },
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 453152.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4482-23-CO07"
            }
          ]
        },
        {
          "other": {
            "id": "84521491-2772-4d07-99a9-ff26c3b15d7f",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE REGISTRO CIVIL E IDENTIFICACION"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2007-06-14",
          "date_max": "2015-09-07",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-06-14",
              "date_to": "2007-06-14",
              "monto": 633603.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=594-597-G107"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2015-09-07",
              "date_to": "2015-09-07",
              "monto": 41251778.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=545854-1060-CM15"
            }
          ]
        },
        {
          "other": {
            "id": "a64d5c87-7fcd-4010-8b1e-7adcd1350dbc",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE PRESUPUESTOS MINISTERIO DE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2007-06-29",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-06-29",
              "date_to": "2007-06-29",
              "monto": 9951303.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=735-102-SE07"
            },
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 16020.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=735-4-LE07"
            }
          ]
        },
        {
          "other": {
            "id": "cbf066a5-e7a3-4572-8017-d9008904df3f",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD SUR HOSPITAL SANATORIO EL PINO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2007-11-08",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-11-08",
              "date_to": "2007-11-08",
              "monto": 126128.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1541-5133-OC07"
            },
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 105990.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1541-380-CO07"
            }
          ]
        },
        {
          "other": {
            "id": "2397a052-fe9b-4aab-a025-e49a38dde2ed",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2008-03-03",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-03-03",
              "date_to": "2008-03-03",
              "monto": 537727.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3320-161-OC08"
            },
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 451872.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3320-32-CO08"
            }
          ]
        },
        {
          "other": {
            "id": "982dc4dc-98b5-4d2d-819d-da0b7a4aad10",
            "kind": "institucion_publica",
            "canonical_name": "universidad de atacama"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2008-05-05",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-05-05",
              "date_to": "2008-05-05",
              "monto": 6842500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2858-33-OC08"
            },
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 5750000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2858-11-LE08"
            }
          ]
        },
        {
          "other": {
            "id": "4f50df8e-4983-4676-a0f7-5dd9dc5a43ba",
            "kind": "institucion_publica",
            "canonical_name": "COMANDO DE APOYO A LA FUERZA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2008-06-17",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-06-17",
              "date_to": "2008-06-17",
              "monto": 2127363.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3339-234-OC08"
            },
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 1787700.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3339-116-A108"
            }
          ]
        },
        {
          "other": {
            "id": "c17307a6-f849-4eb1-8082-9efd1a9cd00b",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2010-10-16",
          "date_max": "2011-06-22",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-10-16",
              "date_to": "2010-10-16",
              "monto": 8979324.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3450-587-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-06-22",
              "date_to": "2011-06-22",
              "monto": 7219552.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3450-348-SE11"
            }
          ]
        },
        {
          "other": {
            "id": "3b4e1b66-576b-40e3-adae-657b9b48685c",
            "kind": "institucion_publica",
            "canonical_name": "EMPRESA DE TRANSPORTE DE PASAJEROS METRO S.A."
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2012-08-17",
          "date_max": "2014-08-20",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-08-17",
              "date_to": "2012-08-17",
              "monto": 453760.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=537934-213-CM12"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-08-20",
              "date_to": "2014-08-20",
              "monto": 538377.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=681563-134-CM14"
            }
          ]
        },
        {
          "other": {
            "id": "301b279c-419c-463b-8bcd-372f164b39ae",
            "kind": "institucion_publica",
            "canonical_name": "UNIDAD ADMINISTRADORA DE LOS TRIBUNALES TRIBUTARIOS Y ADUANEROS"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2013-04-16",
          "date_max": "2013-05-06",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-04-16",
              "date_to": "2013-04-16",
              "monto": 2802877.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=542429-371-CM13"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-05-06",
              "date_to": "2013-05-06",
              "monto": 328439.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=542429-414-CM13"
            }
          ]
        },
        {
          "other": {
            "id": "d856b41b-14b7-4e44-9b69-edcfc93b3247",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Evaluación Ambiental (SEA)"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2013-07-05",
          "date_max": "2013-08-20",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-07-05",
              "date_to": "2013-07-05",
              "monto": 1849419.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1588-430-CM13"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-08-20",
              "date_to": "2013-08-20",
              "monto": 2323204.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1588-521-CM13"
            }
          ]
        },
        {
          "other": {
            "id": "292d59f5-e98e-43cb-8fda-f93a800e8b3f",
            "kind": "institucion_publica",
            "canonical_name": "CAJA DE PREVISION DE LA DEFENSA NACIONAL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2013-12-11",
          "date_max": "2014-11-03",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-12-11",
              "date_to": "2013-12-11",
              "monto": 3937864.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4776-4493-CM13"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-11-03",
              "date_to": "2014-11-03",
              "monto": 40490384.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=721-769-CM14"
            }
          ]
        },
        {
          "other": {
            "id": "ed4fa1f6-7bfd-4f5c-97c6-a23d9f85cbb9",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD HOSPITAL DE SAN FERNANDO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2015-01-30",
          "date_max": "2015-03-23",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2015-01-30",
              "date_to": "2015-01-30",
              "monto": 6661828.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5358-48-CM15"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2015-03-23",
              "date_to": "2015-03-23",
              "monto": 6837140.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5358-83-CM15"
            }
          ]
        },
        {
          "other": {
            "id": "e4dd306f-5286-4fd4-a452-d75da6e55e27",
            "kind": "institucion_publica",
            "canonical_name": "MINISTERIO DE OBRAS PUBLICAS DIREC CION GRAL DE OO PP DCYF"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": null,
          "date_min": "2016-12-22",
          "date_max": "2017-07-24",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2016-12-22",
              "date_to": "2016-12-22",
              "monto": 39436617.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": null
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2017-07-24",
              "date_to": "2017-07-24",
              "monto": 44238707.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1020-316-CM17"
            }
          ]
        },
        {
          "other": {
            "id": "df0b978e-324d-4ad4-a2c9-4e9289790645",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SANTIAGO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2007-04-13",
          "date_max": "2007-04-13",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-04-13",
              "date_to": "2007-04-13",
              "monto": 50743.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2577-77-OC07"
            }
          ]
        },
        {
          "other": {
            "id": "5ad90a0d-060e-41f9-a67f-db842f294515",
            "kind": "institucion_publica",
            "canonical_name": "Gobierno Regional de La Araucanía"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2008-12-09",
          "date_max": "2008-12-09",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-12-09",
              "date_to": "2008-12-09",
              "monto": 1432207.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=722-11400-SE08"
            }
          ]
        },
        {
          "other": {
            "id": "eedf2c2f-c634-43ad-8462-faab001ca669",
            "kind": "institucion_publica",
            "canonical_name": "Servicio Nacional de Aduanas"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2008-12-31",
          "date_max": "2008-12-31",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-12-31",
              "date_to": "2008-12-31",
              "monto": 6469477.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=586-11707-SE08"
            }
          ]
        },
        {
          "other": {
            "id": "616bed1d-30cc-4f5d-b88f-e2eeb5da1005",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Recoleta"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2009-12-02",
          "date_max": "2009-12-02",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-12-02",
              "date_to": "2009-12-02",
              "monto": 165859.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2374-377-SE09"
            }
          ]
        },
        {
          "other": {
            "id": "bc164825-7925-4e4f-a9af-0eddfa302a54",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE PREVENCIÓN Y RESPUESTA ANTE DESASTRES"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2010-12-14",
          "date_max": "2010-12-14",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-12-14",
              "date_to": "2010-12-14",
              "monto": 88544539.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=758-1256-SE10"
            }
          ]
        },
        {
          "other": {
            "id": "c34086b3-b5f6-4a22-9e76-712d939fad5f",
            "kind": "institucion_publica",
            "canonical_name": "Dirección General de Crédito Prendario - DICREP"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2013-02-05",
          "date_max": "2013-02-05",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-02-05",
              "date_to": "2013-02-05",
              "monto": 326334.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1561-71-CM13"
            }
          ]
        },
        {
          "other": {
            "id": "d24c524e-cfb8-40a6-a5ae-112dec3ee6c3",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE COMPRAS Y CONTRATACION PUBLICA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2013-04-17",
          "date_max": "2013-04-17",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-04-17",
              "date_to": "2013-04-17",
              "monto": 343167.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=601918-7-CM13"
            }
          ]
        },
        {
          "other": {
            "id": "3580481b-6991-48c6-a62d-26ada314f7c3",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE JUSTICIA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2013-08-21",
          "date_max": "2013-08-21",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-08-21",
              "date_to": "2013-08-21",
              "monto": 2498524.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=759-1343-CM13"
            }
          ]
        },
        {
          "other": {
            "id": "fa4b6eec-a056-4472-b86c-ff175dd434b4",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2014-04-30",
          "date_max": "2014-04-30",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-04-30",
              "date_to": "2014-04-30",
              "monto": 1830271.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3084-114-CM14"
            }
          ]
        },
        {
          "other": {
            "id": "cda51f4c-2d88-4d6e-b2ac-b4bc5e6d8ad8",
            "kind": "institucion_publica",
            "canonical_name": "Universidad de Talca"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2014-07-01",
          "date_max": "2014-07-01",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-07-01",
              "date_to": "2014-07-01",
              "monto": 1473235.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1469-649-CM14"
            }
          ]
        },
        {
          "other": {
            "id": "809f146e-3136-44b5-b3cc-c011cb018f92",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2014-08-21",
          "date_max": "2014-08-21",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-08-21",
              "date_to": "2014-08-21",
              "monto": 28458014.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4642-1038-CM14"
            }
          ]
        },
        {
          "other": {
            "id": "476de32c-9fb6-4b2e-a2c5-17e03096285b",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE VIVIENDA Y URBANIZACION AREA METROPOLITANA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2014-10-16",
          "date_max": "2014-10-16",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-10-16",
              "date_to": "2014-10-16",
              "monto": 422188.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=48-1271-SE14"
            }
          ]
        },
        {
          "other": {
            "id": "ed50d04d-1aba-424e-adec-933389843d20",
            "kind": "institucion_publica",
            "canonical_name": "Dirección General de Aeronáutica Civil"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2014-11-07",
          "date_max": "2014-11-07",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-11-07",
              "date_to": "2014-11-07",
              "monto": 6164914.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1602-363-CM14"
            }
          ]
        },
        {
          "other": {
            "id": "4875dec0-4958-4d1f-a827-26f6ff821f58",
            "kind": "institucion_publica",
            "canonical_name": "Comisión Chilena del Cobre - COCHILCO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2015-02-05",
          "date_max": "2015-02-05",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2015-02-05",
              "date_to": "2015-02-05",
              "monto": 578790.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1121-22-CM15"
            }
          ]
        },
        {
          "other": {
            "id": "b97474ca-f66f-445e-95fe-4e99e8281c9c",
            "kind": "institucion_publica",
            "canonical_name": "SECRETARIA REGIONAL MINISTERIAL DE BIENES NACIONALES XI REGION"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2019-11-27",
          "date_max": "2019-11-27",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2019-11-27",
              "date_to": "2019-11-27",
              "monto": 513010.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3553-1230-CM19"
            }
          ]
        },
        {
          "other": {
            "id": "2198f7d2-8ae8-4f88-964a-f688d821a7cd",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Puchuncavi"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2020-12-15",
          "date_max": "2020-12-15",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2020-12-15",
              "date_to": "2020-12-15",
              "monto": 9277800.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4014-680-SE20"
            }
          ]
        },
        {
          "other": {
            "id": "210f466e-9269-4c4d-bf69-7bccf3dd7ee4",
            "kind": "institucion_publica",
            "canonical_name": "INSTITUTO DE PREVISION SOCIAL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2024-04-01",
          "date_max": "2024-04-01",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2024-04-01",
              "date_to": "2024-04-01",
              "monto": 56493667.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=548874-77-SE24"
            }
          ]
        }
      ],
      "rest": null
    },
    "lobby": {
      "total": 26,
      "monto_sum": null,
      "groups": [
        {
          "other": {
            "id": "10238806-5e6c-46db-9aed-96665e7181a9",
            "kind": "persona",
            "canonical_name": "Daniel Iván Rojas Rojas"
          },
          "direction": "in",
          "count": 3,
          "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
            },
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.81,
              "source_name": "infolobby",
              "source_url": null
            },
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.81,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        },
        {
          "other": {
            "id": "a345d669-d3d6-4491-bc68-48d320e9f8b2",
            "kind": "persona",
            "canonical_name": "Maksim Mondeja"
          },
          "direction": "in",
          "count": 2,
          "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
            },
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.81,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        },
        {
          "other": {
            "id": "39d3b5d7-90cd-4a4c-9d6f-210a5ca59d38",
            "kind": "persona",
            "canonical_name": "Alexis Thomas"
          },
          "direction": "in",
          "count": 2,
          "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
            },
            {
              "rel_type": "representa_a",
              "direction": "in",
              "date": null,
              "date_to": null,
              "monto": null,
              "confidence": 0.81,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        },
        {
          "other": {
            "id": "4b486502-1020-4997-8ccb-d11769724f5b",
            "kind": "persona",
            "canonical_name": "Edith Ibacache"
          },
          "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": "005b2293-6b3c-4400-b414-00ad3f1f89b5",
            "kind": "persona",
            "canonical_name": "Christian Hanna"
          },
          "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": "717862cb-8dfa-4835-9595-b446649c8c6c",
            "kind": "persona",
            "canonical_name": "Pablo Araya"
          },
          "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": "9bc42cdd-fa66-46c0-850a-58c1acfa22b7",
            "kind": "persona",
            "canonical_name": "Ricardo Guariman"
          },
          "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": "0bccac82-378b-4cae-b941-1056b772f18a",
            "kind": "persona",
            "canonical_name": "Marcelo Rubilar"
          },
          "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": "27d36a4d-8a06-44d9-82d3-5f28b0fa38b7",
            "kind": "persona",
            "canonical_name": "Raul Araya"
          },
          "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": "d6ba4161-ccd9-40f5-beef-a38d94d1d241",
            "kind": "persona",
            "canonical_name": "Sandra Aguero"
          },
          "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": "f9e4ea1f-8527-48f2-bae9-d9135ca53440",
            "kind": "persona",
            "canonical_name": "Geraldine Añez"
          },
          "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": "a6e2f6bf-9d51-4002-9c4f-8edc3a581318",
            "kind": "persona",
            "canonical_name": "Karen Dayse Guembes"
          },
          "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": "71ad9ff9-5497-4588-ae99-83337b546514",
            "kind": "persona",
            "canonical_name": "Federico Von Hausen Gaete"
          },
          "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": "034dda12-7d9c-4952-a837-6b9ef7b677d3",
            "kind": "persona",
            "canonical_name": "Nora Pinto"
          },
          "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": "de146772-1205-4b51-ac48-961510e0c6d7",
            "kind": "persona",
            "canonical_name": "Karen Guembes Prades"
          },
          "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": "6d4d45cd-7f33-4901-b3cb-b21c647ac8a6",
            "kind": "persona",
            "canonical_name": "Jorge Ramírez"
          },
          "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": "ea89e769-a31f-4385-844d-f131a9277454",
            "kind": "persona",
            "canonical_name": "Nerio Alarcon"
          },
          "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": "79b2a6e9-1d7d-4b5a-a4f6-a83ef4da4b72",
            "kind": "persona",
            "canonical_name": "Michelangelo Valenzuela"
          },
          "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": "ced6908a-0ccd-4f03-84e6-0a266ac48e01",
            "kind": "persona",
            "canonical_name": "Guillermo Moya"
          },
          "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": "894713a7-1be9-4752-9bb4-f98b1c11a5c1",
            "kind": "persona",
            "canonical_name": "Martha Lucia Jimenez Blanco"
          },
          "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": 0.81,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        },
        {
          "other": {
            "id": "dfd9c7e4-7631-4e17-ae0c-87b60b28e025",
            "kind": "persona",
            "canonical_name": "Cristian Cabezas"
          },
          "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": 0.81,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        },
        {
          "other": {
            "id": "0ed0a5d3-c806-47f0-b282-f7fbc36b2215",
            "kind": "persona",
            "canonical_name": "Fumihiko Gotoh"
          },
          "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": 0.81,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        }
      ],
      "rest": null
    }
  },
  "card_updated_at": null,
  "insights": {
    "stats": {
      "grado": 231,
      "monto_sum": 9943957842.0,
      "grado_pctl": 0.42054839775355135,
      "monto_pctl": 0.9147670961347869,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-06-19",
            "monto": 50661111.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1605-210-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-12-27",
            "monto": 11800176.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1605-885-CM12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-11-04",
            "monto": 17172392.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1605-895-CM15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-10-22",
            "monto": 2297755.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1605-538-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-10-22",
            "monto": 2665853.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1605-409-CM20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-10-13",
            "monto": 5090310922.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1605-330-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 57416.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1605-287-LP07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "75313461-c118-4386-b131-5132fe77849d",
            "kind": "empresa",
            "name": "NTT CHILE S.A.",
            "role": "ancla"
          },
          {
            "id": "c9cd83a0-ceeb-42ae-bc88-033eb9630127",
            "kind": "institucion_publica",
            "name": "SERVICIO DE IMPUESTOS INTERNOS DIRECCION",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 5174965625.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-02-15",
            "monto": 5753830.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5274-24-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-31",
            "monto": 24566269.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-679-G108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-28",
            "monto": 81732871.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-1184-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-28",
            "monto": 414138361.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-1185-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-09",
            "monto": 88716146.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-1240-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-11",
            "monto": 93338296.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-12521-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-28",
            "monto": 73955540.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-13088-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-25",
            "monto": 37093879.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-369-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-25",
            "monto": 6798813.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-393-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-25",
            "monto": 24823762.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-371-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-25",
            "monto": 11129973.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-368-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-25",
            "monto": 10946484.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-370-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-31",
            "monto": 9831900.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-673-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-05-18",
            "monto": 13595809.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-1039-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-05-11",
            "monto": 5502452.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-977-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-08",
            "monto": 10308611.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-1195-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-08",
            "monto": 8790288.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-1196-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-04",
            "monto": 3475395.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5274-278-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-09",
            "monto": 3927.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-1202-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-08",
            "monto": 1718323.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-1164-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-11-30",
            "monto": 2142000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-2636-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-11-30",
            "monto": 545813.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-2637-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-11-11",
            "monto": 75601300.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-2506-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-11-10",
            "monto": 8032.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-2477-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-30",
            "monto": 545813.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-2840-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-01-11",
            "monto": 2114967.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-73-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-01-11",
            "monto": 2114967.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-72-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-02-19",
            "monto": 2114967.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-354-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-02-22",
            "monto": 2114967.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-355-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-03-11",
            "monto": 526.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-466-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-03-11",
            "monto": 1175.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-467-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-03-11",
            "monto": 10291408.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-471-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-03-12",
            "monto": 36791785.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-465-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-03-11",
            "monto": 6549764.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-490-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-03-11",
            "monto": 10856837.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-469-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-03-11",
            "monto": 322.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-468-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-02-01",
            "monto": 881.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-78-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-02-01",
            "monto": 6549764.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-75-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-02-01",
            "monto": 395.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-77-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-02-01",
            "monto": 241.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-76-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-02-01",
            "monto": 7012014.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-74-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-02-01",
            "monto": 8786159.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-79-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-07-30",
            "monto": 16344524.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-2010-CM12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-08-30",
            "monto": 135456480.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-2355-CM12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-08-07",
            "monto": 9729912.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-2026-CM13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-12-11",
            "monto": 43105675.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-4078-CM14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-12-19",
            "monto": 15949008.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-4166-CM14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-12-24",
            "monto": 36605579.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-4227-CM14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-03-22",
            "monto": 18872814.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-847-CM15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-03-22",
            "monto": 28535134.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-846-CM15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-03-22",
            "monto": 27689015.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-848-CM15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-03-22",
            "monto": 37850868.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-849-CM15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-03-23",
            "monto": 39004285.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-845-CM15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-10-27",
            "monto": 40453448.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-3249-CM15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-12-24",
            "monto": 37897967.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-3896-CM15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-12-15",
            "monto": 40070539.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-3796-CM15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-12-03",
            "monto": 37622677.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-3665-CM15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-12-02",
            "monto": 3192693.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=623-3663-CM15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-06-02",
            "monto": 25050721.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=894778-19-CM16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-09-13",
            "monto": 4548124.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=894778-81-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 4835152.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5274-5-LE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 348015430.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=623-80-LP08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 68683085.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=623-81-LP08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 74551384.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=623-88-LP08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "75313461-c118-4386-b131-5132fe77849d",
            "kind": "empresa",
            "name": "NTT CHILE S.A.",
            "role": "ancla"
          },
          {
            "id": "7b7fe15f-84f9-4ca9-9132-62e906cb8c8a",
            "kind": "institucion_publica",
            "name": "SUBSECRETARIA DEL INTERIOR",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2194429540.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-17",
            "monto": 119952.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2704-919-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 100800.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2704-600-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-05-12",
            "monto": 260692460.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2704-591-SE20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-12-22",
            "monto": 16059666.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2704-1230-SE21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-09-30",
            "monto": 12911349.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2704-1890-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-10-26",
            "monto": 1874500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2704-2185-SE22",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "75313461-c118-4386-b131-5132fe77849d",
            "kind": "empresa",
            "name": "NTT CHILE S.A.",
            "role": "ancla"
          },
          {
            "id": "f04a8a67-50a4-48a9-83bc-de4236510b22",
            "kind": "institucion_publica",
            "name": "UNIVERSIDAD DEL BIO BIO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 291758727.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-03-31",
            "monto": 5221720.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=624-104-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-04-16",
            "monto": 9599209.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=624-98-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-11-02",
            "monto": 3538733.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=624-763-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-02-08",
            "monto": 108475.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=624-96-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 4388000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=624-23-J108",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "75313461-c118-4386-b131-5132fe77849d",
            "kind": "empresa",
            "name": "NTT CHILE S.A.",
            "role": "ancla"
          },
          {
            "id": "bf8a2ae7-23b8-4228-8732-94e4b2023047",
            "kind": "institucion_publica",
            "name": "GOBIERNO REGIONAL IV REGION COQUIMBO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 22856137.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-05-05",
            "monto": 6842500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2858-33-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 5750000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2858-11-LE08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "75313461-c118-4386-b131-5132fe77849d",
            "kind": "empresa",
            "name": "NTT CHILE S.A.",
            "role": "ancla"
          },
          {
            "id": "982dc4dc-98b5-4d2d-819d-da0b7a4aad10",
            "kind": "institucion_publica",
            "name": "universidad de atacama",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 12592500.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-01-18",
            "monto": 501727.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-183-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-14",
            "monto": 555539.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-126-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-09-10",
            "monto": 9641546.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-2726-CM14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 308140.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5067-25-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 210810.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5067-50-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "75313461-c118-4386-b131-5132fe77849d",
            "kind": "empresa",
            "name": "NTT CHILE S.A.",
            "role": "ancla"
          },
          {
            "id": "c6f4adfb-d7b6-46c9-b1e7-654a008776a8",
            "kind": "institucion_publica",
            "name": "UNIVERSIDAD DE SANTIAGO DE CHILE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 11217762.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-06-29",
            "monto": 9951303.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=735-102-SE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 16020.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=735-4-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "75313461-c118-4386-b131-5132fe77849d",
            "kind": "empresa",
            "name": "NTT CHILE S.A.",
            "role": "ancla"
          },
          {
            "id": "a64d5c87-7fcd-4010-8b1e-7adcd1350dbc",
            "kind": "institucion_publica",
            "name": "DIRECCION DE PRESUPUESTOS MINISTERIO DE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 9967323.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-12-28",
            "monto": 4378148.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=876-2096-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-03-28",
            "monto": 490507.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=876-347-CM13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 3679116.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=876-314-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "75313461-c118-4386-b131-5132fe77849d",
            "kind": "empresa",
            "name": "NTT CHILE S.A.",
            "role": "ancla"
          },
          {
            "id": "c1351b81-62b1-4a95-bc28-e47661d5cfa6",
            "kind": "institucion_publica",
            "name": "Ministerio Secretaría General de Gobierno",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 8547771.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-06-17",
            "monto": 2127363.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3339-234-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1787700.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3339-116-A108",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "75313461-c118-4386-b131-5132fe77849d",
            "kind": "empresa",
            "name": "NTT CHILE S.A.",
            "role": "ancla"
          },
          {
            "id": "4f50df8e-4983-4676-a0f7-5dd9dc5a43ba",
            "kind": "institucion_publica",
            "name": "COMANDO DE APOYO A LA FUERZA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 3915063.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-05-09",
            "monto": 539250.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4482-22-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 453152.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4482-23-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "75313461-c118-4386-b131-5132fe77849d",
            "kind": "empresa",
            "name": "NTT CHILE S.A.",
            "role": "ancla"
          },
          {
            "id": "1f7c7ef6-d907-4ffd-86ed-607569c3cdc2",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE DALCAHUE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 992402.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-03-03",
            "monto": 537727.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3320-161-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 451872.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3320-32-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "75313461-c118-4386-b131-5132fe77849d",
            "kind": "empresa",
            "name": "NTT CHILE S.A.",
            "role": "ancla"
          },
          {
            "id": "2397a052-fe9b-4aab-a025-e49a38dde2ed",
            "kind": "institucion_publica",
            "name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 989599.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-01-12",
            "monto": 354620.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3513-45-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 298000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3513-4-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "75313461-c118-4386-b131-5132fe77849d",
            "kind": "empresa",
            "name": "NTT CHILE S.A.",
            "role": "ancla"
          },
          {
            "id": "8f6b8cbc-3e04-4d5c-b715-fe6c0315a2cb",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE ILLAPEL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 652620.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 42,
        "monto": 1929660607.0,
        "share": 0.19405357883253987
      },
      "periodo": {
        "desde": "2007-01-12",
        "hasta": "2025-06-19"
      },
      "monto_total": 9943957842.0,
      "n_contratos": 231,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 23593747.0
        },
        {
          "anio": 2008,
          "monto": 918694774.0
        },
        {
          "anio": 2009,
          "monto": 246413721.0
        },
        {
          "anio": 2010,
          "monto": 189670586.0
        },
        {
          "anio": 2011,
          "monto": 55916115.0
        },
        {
          "anio": 2012,
          "monto": 207603486.0
        },
        {
          "anio": 2013,
          "monto": 174230967.0
        },
        {
          "anio": 2014,
          "monto": 823762323.0
        },
        {
          "anio": 2015,
          "monto": 404078800.0
        },
        {
          "anio": 2016,
          "monto": 84331574.0
        },
        {
          "anio": 2017,
          "monto": 146824877.0
        },
        {
          "anio": 2018,
          "monto": 91051658.0
        },
        {
          "anio": 2019,
          "monto": 133315358.0
        },
        {
          "anio": 2020,
          "monto": 373981030.0
        },
        {
          "anio": 2021,
          "monto": 166213338.0
        },
        {
          "anio": 2022,
          "monto": 50123668.0
        },
        {
          "anio": 2023,
          "monto": 5195631171.0
        },
        {
          "anio": 2024,
          "monto": 94167471.0
        },
        {
          "anio": 2025,
          "monto": 50661111.0
        }
      ],
      "td_conocidos": 214,
      "n_contrapartes": 45,
      "n_trato_directo": 37,
      "top_contrapartes": [
        {
          "id": "c9cd83a0-ceeb-42ae-bc88-033eb9630127",
          "name": "SERVICIO DE IMPUESTOS INTERNOS DIRECCION",
          "monto": 5174965625.0,
          "share": 0.5204130696474447
        },
        {
          "id": "7b7fe15f-84f9-4ca9-9132-62e906cb8c8a",
          "name": "SUBSECRETARIA DEL INTERIOR",
          "monto": 2194429540.0,
          "share": 0.22067969060884923
        },
        {
          "id": "5fdc4f40-20ee-45a5-822f-b6609e7cc198",
          "name": "UNIVERSIDAD DE CHILE - Gerencia Comercial y Marketing Hospital",
          "monto": 644902070.0,
          "share": 0.0648536609111662
        }
      ],
      "pct_trato_directo": 0.17289719626168223
    },
    "senales": [
      "37 de sus 214 contratos con dato fueron por trato directo (17%)",
      "El 52% de su monto contratado corresponde a SERVICIO DE IMPUESTOS INTERNOS DIRECCION"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}