{
  "id": "76d8d4a0-fb18-4863-a6cf-2edd0f467228",
  "kind": "empresa",
  "canonical_name": "SAAM S.A.",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "92048000-4"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 758,
      "monto_sum": 5044082740.0,
      "groups": [
        {
          "other": {
            "id": "8558bd78-92c7-4a3e-8fa8-245fa7b11b0c",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 141,
          "monto_sum": 2061158742.0,
          "date_min": "2014-03-13",
          "date_max": "2025-07-18",
          "sample": []
        },
        {
          "other": {
            "id": "2ff5737f-f7d3-4551-8eca-3ba7f50019e1",
            "kind": "institucion_publica",
            "canonical_name": "DELEGACIÓN PRESIDENCIAL PROVINCIAL DE EL LOA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 717570000.0,
          "date_min": "2013-10-25",
          "date_max": "2013-10-25",
          "sample": []
        },
        {
          "other": {
            "id": "6b04f2e8-3b40-4100-8f49-e1ad537362be",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ARICA"
          },
          "direction": "in",
          "count": 14,
          "monto_sum": 283354349.0,
          "date_min": "2007-07-30",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-03-20",
              "date_to": "2013-03-20",
              "monto": 5971420.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2369-10-SE13"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-03-20",
              "date_to": "2013-03-20",
              "monto": 6307119.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2369-11-SE13"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-03-20",
              "date_to": "2013-03-20",
              "monto": 214623045.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2369-8-SE13"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-04-02",
              "date_to": "2013-04-02",
              "monto": 8318100.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2367-114-SE13"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-07-30",
              "date_to": "2007-07-30",
              "monto": 148750.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-1573-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-04-16",
              "date_to": "2010-04-16",
              "monto": 4998000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2369-10-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-03-22",
              "date_to": "2011-03-22",
              "monto": 26059810.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2369-14-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-08-05",
              "date_to": "2011-08-05",
              "monto": 305.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-2144-SE11"
            }
          ]
        },
        {
          "other": {
            "id": "9c30b666-4971-4c08-bef1-1b8ab2eba05b",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD METROPOLITANO SUR ORIENTE"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 210481174.0,
          "date_min": "2007-01-10",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-01-10",
              "date_to": "2007-01-10",
              "monto": 8136965.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=884-28-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-01-09",
              "date_to": "2008-01-09",
              "monto": 19686095.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=884-49-C108"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-03-28",
              "date_to": "2008-03-28",
              "monto": 3903200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=884-532-OC08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-07-01",
              "date_to": "2008-07-01",
              "monto": 58158360.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=884-1088-OC08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-10-11",
              "date_to": "2011-10-11",
              "monto": 33709130.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=884-1590-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-10-08",
              "date_to": "2012-10-08",
              "monto": 32390552.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=884-1807-SE12"
            }
          ]
        },
        {
          "other": {
            "id": "2710ee1d-9501-4726-b546-c46adb6b7a8a",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LA COMUNA DE EL BOSQUE"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 90069612.0,
          "date_min": "2012-06-07",
          "date_max": "2012-06-07",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-06-07",
              "date_to": "2012-06-07",
              "monto": 90069612.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1736-2345-SE12"
            }
          ]
        },
        {
          "other": {
            "id": "92588a9c-45a9-453f-9451-c8627a94a0ba",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MARIA ELENA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 87455122.0,
          "date_min": "2009-07-02",
          "date_max": "2009-07-02",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-07-02",
              "date_to": "2009-07-02",
              "monto": 49577004.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3135-37-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-07-02",
              "date_to": "2009-07-02",
              "monto": 37878118.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3135-36-SE09"
            }
          ]
        },
        {
          "other": {
            "id": "6c0a9670-f684-41a4-b846-215f1d4e97ae",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Santo Domingo"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 77717710.0,
          "date_min": "2012-10-23",
          "date_max": "2012-10-23",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-10-23",
              "date_to": "2012-10-23",
              "monto": 77717710.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3232-633-SE12"
            }
          ]
        },
        {
          "other": {
            "id": "b7fef299-3a93-4006-abbc-9e6eb7ea0426",
            "kind": "institucion_publica",
            "canonical_name": "Comisión Nacional de Investigación Científica y Tecnológicas - CONICYT"
          },
          "direction": "in",
          "count": 53,
          "monto_sum": 72003422.0,
          "date_min": "2009-09-14",
          "date_max": "2017-01-12",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-09-29",
              "date_to": "2009-09-29",
              "monto": 474810.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2324-3954-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-09-21",
              "date_to": "2009-09-21",
              "monto": 214200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2324-3836-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-09-22",
              "date_to": "2009-09-22",
              "monto": 249900.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2324-3857-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-09-14",
              "date_to": "2009-09-14",
              "monto": 214200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2324-3768-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-01-12",
              "date_to": "2010-01-12",
              "monto": 428400.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2324-74-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-09-08",
              "date_to": "2010-09-08",
              "monto": 250000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2324-3452-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-10-21",
              "date_to": "2010-10-21",
              "monto": 1006139.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2324-4243-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-10-12",
              "date_to": "2010-10-12",
              "monto": 47500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2324-3976-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-12-21",
              "date_to": "2010-12-21",
              "monto": 606900.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2324-5463-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-12-21",
              "date_to": "2010-12-21",
              "monto": 606900.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2324-5461-SE10"
            }
          ]
        },
        {
          "other": {
            "id": "a3b1b802-06bc-4167-a385-721ec8ca4b3e",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE SALUD HOSPITAL DE PUERTO AYSEN"
          },
          "direction": "in",
          "count": 161,
          "monto_sum": 55441817.0,
          "date_min": "2012-08-16",
          "date_max": "2017-06-29",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-02-06",
              "date_to": "2013-02-06",
              "monto": 333200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1680-269-SE13"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-02-06",
              "date_to": "2013-02-06",
              "monto": 105564.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1680-271-SE13"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-02-06",
              "date_to": "2013-02-06",
              "monto": 333200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1680-267-SE13"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-02-06",
              "date_to": "2013-02-06",
              "monto": 297500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1680-270-SE13"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-02-06",
              "date_to": "2013-02-06",
              "monto": 297500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1680-268-SE13"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-03-01",
              "date_to": "2013-03-01",
              "monto": 154891.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1680-382-SE13"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-03-01",
              "date_to": "2013-03-01",
              "monto": 297500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1680-384-SE13"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-03-01",
              "date_to": "2013-03-01",
              "monto": 297500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1680-383-SE13"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-03-01",
              "date_to": "2013-03-01",
              "monto": 260525.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1680-381-SE13"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-03-01",
              "date_to": "2013-03-01",
              "monto": 232050.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1680-380-SE13"
            }
          ]
        },
        {
          "other": {
            "id": "7ab772cb-c0d5-4a61-b99f-2fff6dafc2c8",
            "kind": "institucion_publica",
            "canonical_name": "Corporación Nacional Forestal - CONAF"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 54635314.0,
          "date_min": "2010-10-06",
          "date_max": "2011-12-28",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-10-06",
              "date_to": "2010-10-06",
              "monto": 6499780.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1036-320-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-12-28",
              "date_to": "2011-12-28",
              "monto": 5299999.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5657-998-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-12-21",
              "date_to": "2011-12-21",
              "monto": 23521837.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=633-1684-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-12-20",
              "date_to": "2011-12-20",
              "monto": 19313698.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1036-525-SE11"
            }
          ]
        },
        {
          "other": {
            "id": "cda51f4c-2d88-4d6e-b2ac-b4bc5e6d8ad8",
            "kind": "institucion_publica",
            "canonical_name": "Universidad de Talca"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 52301095.0,
          "date_min": "2012-08-31",
          "date_max": "2012-08-31",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-08-31",
              "date_to": "2012-08-31",
              "monto": 52301095.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1469-827-SE12"
            }
          ]
        },
        {
          "other": {
            "id": "165f8b02-5def-4374-8195-778aea56fcc9",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD VALDIVIA"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 50980518.0,
          "date_min": "2011-10-20",
          "date_max": "2017-01-03",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-10-20",
              "date_to": "2011-10-20",
              "monto": 3805620.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2280-1304-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-09-05",
              "date_to": "2012-09-05",
              "monto": 23919000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2282-153-SE12"
            }
          ]
        },
        {
          "other": {
            "id": "0567adbf-42e0-45b2-9131-bba5adf9e4ef",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 16,
          "monto_sum": 44865280.0,
          "date_min": "2011-05-31",
          "date_max": "2017-06-12",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-05-31",
              "date_to": "2011-05-31",
              "monto": 964976.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3155-40-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-05-31",
              "date_to": "2011-05-31",
              "monto": 943302.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3155-42-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-05-31",
              "date_to": "2011-05-31",
              "monto": 514528.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3155-41-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-05-31",
              "date_to": "2011-05-31",
              "monto": 857547.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3155-39-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-07-27",
              "date_to": "2011-07-27",
              "monto": 2693701.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3155-53-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-09-28",
              "date_to": "2011-09-28",
              "monto": 1624768.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3155-74-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-07-03",
              "date_to": "2012-07-03",
              "monto": 1582522.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3155-74-SE12"
            }
          ]
        },
        {
          "other": {
            "id": "67ac0087-4321-46fd-a1f6-a5dd70d8ac00",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Zapallar"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 44269487.0,
          "date_min": "2012-04-26",
          "date_max": "2012-04-26",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-04-26",
              "date_to": "2012-04-26",
              "monto": 44269487.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5325-34-SE12"
            }
          ]
        },
        {
          "other": {
            "id": "228339ae-b35c-4d2f-93cb-5ba176b6fb11",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO LOCAL DE EDUCACION DE CHINCHORRO"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 38700189.0,
          "date_min": "2008-12-23",
          "date_max": "2012-01-27",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-12-23",
              "date_to": "2008-12-23",
              "monto": 5950000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5420-12066-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-01-17",
              "date_to": "2012-01-17",
              "monto": 20978911.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5420-46-SE12"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-01-27",
              "date_to": "2012-01-27",
              "monto": 11771278.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5420-82-SE12"
            }
          ]
        },
        {
          "other": {
            "id": "c5ee10f1-0525-46db-98b6-2a40bf236fbd",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Paillaco"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 37888410.0,
          "date_min": "2008-10-09",
          "date_max": "2011-08-22",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-10-09",
              "date_to": "2008-10-09",
              "monto": 27095110.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3762-12292-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-04-07",
              "date_to": "2011-04-07",
              "monto": 4724300.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3789-204-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-08-22",
              "date_to": "2011-08-22",
              "monto": 6069000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3789-520-SE11"
            }
          ]
        },
        {
          "other": {
            "id": "87e24019-faec-479d-bb6f-25bfc2814a75",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 34207800.0,
          "date_min": "2008-10-07",
          "date_max": "2008-10-07",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-10-07",
              "date_to": "2008-10-07",
              "monto": 18587800.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3337-11067-SE08"
            }
          ]
        },
        {
          "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": 11,
          "monto_sum": 33623700.0,
          "date_min": "2009-04-28",
          "date_max": "2016-09-22",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-04-28",
              "date_to": "2009-04-28",
              "monto": 19992000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1002-58-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-07-19",
              "date_to": "2009-07-19",
              "monto": 230000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5661-73-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-09-02",
              "date_to": "2009-09-02",
              "monto": 230000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5661-92-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-10-28",
              "date_to": "2009-10-28",
              "monto": 230000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5661-97-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-12-07",
              "date_to": "2009-12-07",
              "monto": 230000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5661-112-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-06-03",
              "date_to": "2010-06-03",
              "monto": 273700.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5661-15-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-07-13",
              "date_to": "2010-07-13",
              "monto": 4165000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5661-22-SE10"
            }
          ]
        },
        {
          "other": {
            "id": "b6c963af-1950-4cc6-b872-e571aeeaf368",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 31239405.0,
          "date_min": "2017-11-08",
          "date_max": "2022-05-27",
          "sample": []
        },
        {
          "other": {
            "id": "47f06eaa-8ff8-415d-984a-5bff26de4c51",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO AGRICOLA Y GANADERO"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 29418245.0,
          "date_min": "2007-10-03",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-10-03",
              "date_to": "2007-10-03",
              "monto": 7380380.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=720-895-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-07-03",
              "date_to": "2009-07-03",
              "monto": 7378000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5612-317-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-10-28",
              "date_to": "2009-10-28",
              "monto": 2320500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1161-1540-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-12-29",
              "date_to": "2009-12-29",
              "monto": 5800000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1161-1905-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-12-01",
              "date_to": "2009-12-01",
              "monto": 337365.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1161-1733-SE09"
            }
          ]
        },
        {
          "other": {
            "id": "2455df25-fd16-4f01-a724-5a0f455df298",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE PUDAHUEL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 28544196.0,
          "date_min": "2012-03-01",
          "date_max": "2013-02-25",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-02-25",
              "date_to": "2013-02-25",
              "monto": 16804846.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2279-231-SE13"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-03-01",
              "date_to": "2012-03-01",
              "monto": 11739350.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2279-467-SE12"
            }
          ]
        },
        {
          "other": {
            "id": "8cf3801f-98f3-4e4d-a2c9-7bc2fcaef771",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE PUENTE ALTO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 28267022.0,
          "date_min": "2011-12-23",
          "date_max": "2012-02-23",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-12-23",
              "date_to": "2011-12-23",
              "monto": 17198832.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2422-2219-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-02-23",
              "date_to": "2012-02-23",
              "monto": 11068190.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2422-336-SE12"
            }
          ]
        },
        {
          "other": {
            "id": "26aaaee1-1c77-45b4-8f94-53620d8b5c37",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 26959494.0,
          "date_min": "2013-09-10",
          "date_max": "2016-10-13",
          "sample": []
        },
        {
          "other": {
            "id": "c84453dd-5136-419c-b7fd-96d9a1f14ab7",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE ANTOFAGASTA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 26388250.0,
          "date_min": "2009-12-29",
          "date_max": "2010-09-09",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-12-29",
              "date_to": "2009-12-29",
              "monto": 2647750.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2429-2186-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-09-09",
              "date_to": "2010-09-09",
              "monto": 23740500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2430-109-SE10"
            }
          ]
        },
        {
          "other": {
            "id": "5eba0fc8-4654-45a4-9cbe-930ca439baae",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud del Reloncaví"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 26154349.0,
          "date_min": "2009-02-06",
          "date_max": "2016-02-08",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-02-06",
              "date_to": "2009-02-06",
              "monto": 2618000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1761-73-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-09-24",
              "date_to": "2009-09-24",
              "monto": 2362150.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1761-666-SE09"
            }
          ]
        },
        {
          "other": {
            "id": "f9c1f60e-aefd-478b-bbcf-cc11a9edbfd7",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE PURRANQUE"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 25180999.0,
          "date_min": "2009-02-19",
          "date_max": "2009-02-19",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-02-19",
              "date_to": "2009-02-19",
              "monto": 25180999.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3484-11-SE09"
            }
          ]
        },
        {
          "other": {
            "id": "8a951020-3690-4a30-a153-5b11b7fa64d1",
            "kind": "institucion_publica",
            "canonical_name": "Hospital Villarrica"
          },
          "direction": "in",
          "count": 35,
          "monto_sum": 22820296.0,
          "date_min": "2014-06-26",
          "date_max": "2016-11-11",
          "sample": []
        },
        {
          "other": {
            "id": "2cd01767-21a7-4278-9b40-9ecb108879e5",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Coronel"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 22788500.0,
          "date_min": "2013-04-09",
          "date_max": "2014-12-30",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-04-09",
              "date_to": "2013-04-09",
              "monto": 1963500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2762-351-SE13"
            }
          ]
        },
        {
          "other": {
            "id": "16e96a54-1fe9-488e-946d-f2022e44b179",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Los Muermos"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 21973350.0,
          "date_min": "2014-01-17",
          "date_max": "2014-01-29",
          "sample": []
        },
        {
          "other": {
            "id": "e21792b0-9eb6-4db1-bd13-ebb2953a4ccd",
            "kind": "institucion_publica",
            "canonical_name": "Servicio Nacional de Menores"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 20783338.0,
          "date_min": "2008-07-23",
          "date_max": "2012-11-23",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-07-23",
              "date_to": "2008-07-23",
              "monto": 2707250.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1823-11288-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-08-29",
              "date_to": "2011-08-29",
              "monto": 2177700.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4868-304-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-11-23",
              "date_to": "2012-11-23",
              "monto": 13623388.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5399-737-SE12"
            }
          ]
        },
        {
          "other": {
            "id": "8b0fd59c-01cf-43a3-b496-33f8f109c639",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD ARTURO PRAT DE IQU - Sede Victoria"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 20581355.0,
          "date_min": "2008-02-10",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-02-10",
              "date_to": "2008-02-10",
              "monto": 1827840.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2057-191-G108"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-04-11",
              "date_to": "2008-04-11",
              "monto": 1827840.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2057-373-OC08"
            }
          ]
        },
        {
          "other": {
            "id": "88f74450-1722-4810-9db6-83aa8c469be0",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Villa Alemana"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 19837300.0,
          "date_min": "2008-10-22",
          "date_max": "2012-04-20",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-10-22",
              "date_to": "2008-10-22",
              "monto": 9531900.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=316-11548-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-04-20",
              "date_to": "2012-04-20",
              "monto": 10305400.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=316-339-SE12"
            }
          ]
        },
        {
          "other": {
            "id": "c18309d3-441e-4eba-b189-284fe8c55df7",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de El Carmen"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 19040000.0,
          "date_min": "2015-04-17",
          "date_max": "2015-12-02",
          "sample": []
        },
        {
          "other": {
            "id": "bafb2f89-1251-48da-9c88-2a9c24c2292d",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE MAGALLANES"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 17094165.0,
          "date_min": "2010-09-09",
          "date_max": "2016-10-28",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-09-10",
              "date_to": "2010-09-10",
              "monto": 4742280.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5357-213-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-09-09",
              "date_to": "2010-09-09",
              "monto": 159145.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5368-15-SE10"
            }
          ]
        },
        {
          "other": {
            "id": "ae0248f1-0e86-4d32-b4b0-3a3f826d7eb7",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 17047716.0,
          "date_min": "2009-08-05",
          "date_max": "2014-10-09",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-08-05",
              "date_to": "2009-08-05",
              "monto": 3379600.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3268-1062-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-10-24",
              "date_to": "2011-10-24",
              "monto": 1547000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3268-1586-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-11-30",
              "date_to": "2011-11-30",
              "monto": 102116.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3268-1804-SE11"
            }
          ]
        },
        {
          "other": {
            "id": "0c9ce0aa-a0ce-4ba3-9107-0af5e9663da1",
            "kind": "institucion_publica",
            "canonical_name": "GOBERNACION PROVINCIAL DE MAGALLANES"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 16701834.0,
          "date_min": "2011-12-29",
          "date_max": "2013-12-11",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-12-29",
              "date_to": "2011-12-29",
              "monto": 14553700.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2168-173-SE11"
            }
          ]
        },
        {
          "other": {
            "id": "9fca8364-792e-4ed5-a99f-b24f978d7780",
            "kind": "institucion_publica",
            "canonical_name": "INSTITUTO NACIONAL DE REHABILITACION PEDRO AGUIRRE CERDA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 15946830.0,
          "date_min": "2015-05-19",
          "date_max": "2015-05-19",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2015-05-19",
              "date_to": "2015-05-19",
              "monto": 15946830.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2201-341-SE15"
            }
          ]
        },
        {
          "other": {
            "id": "ae00102a-eff2-4089-ad7e-20cf3727a2fd",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE SALUD HOSPITAL DE C"
          },
          "direction": "in",
          "count": 63,
          "monto_sum": 15930008.0,
          "date_min": "2007-12-14",
          "date_max": "2015-12-31",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-03-13",
              "date_to": "2013-03-13",
              "monto": 178500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1691-769-SE13"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-03-13",
              "date_to": "2013-03-13",
              "monto": 178500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1691-289-SE13"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-12-14",
              "date_to": "2007-12-14",
              "monto": 416500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1691-2325-G107"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-05-08",
              "date_to": "2008-05-08",
              "monto": 238000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1691-920-G108"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-05-08",
              "date_to": "2008-05-08",
              "monto": 357000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1691-921-G108"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-06-02",
              "date_to": "2008-06-02",
              "monto": 238000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1691-1126-G108"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-06-23",
              "date_to": "2008-06-23",
              "monto": 238000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1691-1415-G108"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-09-12",
              "date_to": "2008-09-12",
              "monto": 238000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1691-12503-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-09-09",
              "date_to": "2008-09-09",
              "monto": 238000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1691-1628-G108"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-10-08",
              "date_to": "2008-10-08",
              "monto": 238000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1691-13029-SE08"
            }
          ]
        },
        {
          "other": {
            "id": "65fe907d-0735-463c-9e39-1419fe6361bd",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE PEÑALOLEN"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 15246875.0,
          "date_min": "2012-03-29",
          "date_max": "2012-03-29",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-03-29",
              "date_to": "2012-03-29",
              "monto": 15246875.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2403-368-SE12"
            }
          ]
        },
        {
          "other": {
            "id": "3cdc1477-7b62-4ce4-ac84-9ca59fa0ef0d",
            "kind": "institucion_publica",
            "canonical_name": "DELEGACIÓN PRESIDENCIAL PROVINCIAL DE TIERRA DEL FUEGO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 15149999.0,
          "date_min": "2011-12-27",
          "date_max": "2011-12-27",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-12-27",
              "date_to": "2011-12-27",
              "monto": 15149999.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1536-308-SE11"
            }
          ]
        },
        {
          "other": {
            "id": "c5ad8d53-6710-440f-a2cc-0f282b9c0349",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE ALTO HOSPICIO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 15077300.0,
          "date_min": "2009-08-18",
          "date_max": "2009-08-18",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-08-18",
              "date_to": "2009-08-18",
              "monto": 15077300.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3447-1885-SE09"
            }
          ]
        },
        {
          "other": {
            "id": "795f9733-2da0-4fbb-a10d-c63a51af224a",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE TALAGANTE"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 13484461.0,
          "date_min": "2013-05-29",
          "date_max": "2013-05-29",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-05-29",
              "date_to": "2013-05-29",
              "monto": 13484461.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2702-220-SE13"
            }
          ]
        },
        {
          "other": {
            "id": "86409bc8-310c-430b-b043-f20da878f444",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Sierra Gorda"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 13457550.0,
          "date_min": "2008-02-22",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-02-22",
              "date_to": "2008-02-22",
              "monto": 7312550.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4468-58-OC08"
            }
          ]
        },
        {
          "other": {
            "id": "030f377a-b499-4655-a491-69123560c7b8",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Camarones"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 12863999.0,
          "date_min": "2014-05-18",
          "date_max": "2014-05-18",
          "sample": []
        },
        {
          "other": {
            "id": "e1ddb955-f346-4900-a51f-6f0467135e1e",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN PEDRO DE LA PAZ"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 11128450.0,
          "date_min": "2007-02-12",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-02-12",
              "date_to": "2007-02-12",
              "monto": 2969050.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2786-122-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-04-23",
              "date_to": "2010-04-23",
              "monto": 4998000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-436-SE10"
            }
          ]
        },
        {
          "other": {
            "id": "ed4fa1f6-7bfd-4f5c-97c6-a23d9f85cbb9",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD HOSPITAL DE SAN FERNANDO"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 10738743.0,
          "date_min": "2010-06-30",
          "date_max": "2015-11-25",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-06-30",
              "date_to": "2010-06-30",
              "monto": 1892100.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5027-321-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-08-19",
              "date_to": "2010-08-19",
              "monto": 3677100.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=531175-3-SE10"
            }
          ]
        },
        {
          "other": {
            "id": "ed50d04d-1aba-424e-adec-933389843d20",
            "kind": "institucion_publica",
            "canonical_name": "Dirección General de Aeronáutica Civil"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 10524480.0,
          "date_min": "2007-06-06",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-06-06",
              "date_to": "2007-06-06",
              "monto": 271320.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1960-221-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-08-01",
              "date_to": "2007-08-01",
              "monto": 1485120.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1960-341-G107"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-08-21",
              "date_to": "2007-08-21",
              "monto": 547400.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1960-383-G107"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-12-17",
              "date_to": "2007-12-17",
              "monto": 3094000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1960-638-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-01-29",
              "date_to": "2008-01-29",
              "monto": 542640.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1960-48-OC08"
            }
          ]
        },
        {
          "other": {
            "id": "b22b44a1-720f-4d74-bef8-d377c4d90c1f",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Renaico"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 9999998.0,
          "date_min": "2013-06-27",
          "date_max": "2013-06-27",
          "sample": []
        },
        {
          "other": {
            "id": "f97b395a-5a05-46d6-8301-f688523f77c6",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 9840000.0,
          "date_min": "NA",
          "date_max": "NA",
          "sample": []
        },
        {
          "other": {
            "id": "91f61c47-b315-4ae0-b788-285f8879c8a5",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE LA VIVIENDA Y URBANISMO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 9603300.0,
          "date_min": "2013-11-22",
          "date_max": "2013-11-22",
          "sample": []
        }
      ],
      "rest": {
        "counterparties": 88,
        "count": 142,
        "monto_sum": 397547192.0
      }
    },
    "lobby": {
      "total": 28,
      "monto_sum": null,
      "groups": [
        {
          "other": {
            "id": "5c12bb39-b3e4-4a78-bbd8-0b488297c301",
            "kind": "persona",
            "canonical_name": "Alberto Borquez"
          },
          "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": 0.81,
              "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": "ba2d66a3-310c-4fb7-ae61-f0fd77f8e58c",
            "kind": "persona",
            "canonical_name": "Enrique Arteaga"
          },
          "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": 0.81,
              "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": "015c1d07-d09a-424d-9099-7875e4e9da3d",
            "kind": "persona",
            "canonical_name": "Rodrigo Javier Hinzpeter Kirberg"
          },
          "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": "104d6971-2d8a-4db7-ae37-25b8bb80cff6",
            "kind": "persona",
            "canonical_name": "Claudio Vera"
          },
          "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": "135d8598-bdf3-4ebb-9ee1-6f90785daa02",
            "kind": "persona",
            "canonical_name": "Rodrigo Fernando González Holmes"
          },
          "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": "1968f0df-b86a-42f1-8e0f-458bb0bea24f",
            "kind": "persona",
            "canonical_name": "Andrea Arenas"
          },
          "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": "282e20d5-f7b1-46dd-ab88-aef1d4b172d7",
            "kind": "persona",
            "canonical_name": "Hernán Gómez"
          },
          "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": "2d544aea-de74-49bb-a01b-70f577900fe5",
            "kind": "persona",
            "canonical_name": "Hernán Carlos Tellería Longhi"
          },
          "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": "39aad9b6-4b77-4e21-a657-355902159873",
            "kind": "persona",
            "canonical_name": "María Cristina Schmidt Stiedenroth"
          },
          "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": "4c696658-e0a4-41f2-8de4-a2000dcc3d10",
            "kind": "persona",
            "canonical_name": "Gonzalo Arias"
          },
          "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": "5317a236-d9a1-4840-ab85-f347e9105428",
            "kind": "persona",
            "canonical_name": "Jose Tomas Palacios"
          },
          "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": "5f1e4e03-0a41-421f-afd9-758545a68450",
            "kind": "persona",
            "canonical_name": "Karla Burgos"
          },
          "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": "65b4794f-f086-4ad1-b7da-859cd051ddb9",
            "kind": "persona",
            "canonical_name": "Martjin Koolen"
          },
          "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": "7184c4a1-37da-4dbf-8c02-35cd12f3b789",
            "kind": "persona",
            "canonical_name": "Oscar Hasbún"
          },
          "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": "75b22e1a-33ad-4079-a41e-53602fef47d9",
            "kind": "persona",
            "canonical_name": "Ernesto Agustín Ruiz Roca"
          },
          "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": "899b9ca3-e4a5-4dc6-aeee-714bd26ac2e5",
            "kind": "persona",
            "canonical_name": "Yurik Diaz"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": null,
          "date_max": null,
          "sample": []
        },
        {
          "other": {
            "id": "8db4f9da-63e5-469a-975c-37cb749cc7fe",
            "kind": "persona",
            "canonical_name": "Felipe Joannon Vergara"
          },
          "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": "901a1ea2-82f4-483c-8d9b-219890f0b667",
            "kind": "persona",
            "canonical_name": "Mauricio Carrasco"
          },
          "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": "93e96cf3-2d0d-4b7c-8aea-94d8b120c2c0",
            "kind": "persona",
            "canonical_name": "Jorge Carraha"
          },
          "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": "9c612a98-5894-4a61-8874-433be9710271",
            "kind": "persona",
            "canonical_name": "Cristian Gonzalo Jofre Unibazo"
          },
          "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": "a20974f7-5fac-4573-a88a-69ed59cc152e",
            "kind": "persona",
            "canonical_name": "Marcela Veas"
          },
          "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": "b28fda91-1b80-4ec7-93c2-9ec6f608a5b1",
            "kind": "persona",
            "canonical_name": "Marco Amigo Saez"
          },
          "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": "b5f063ff-7402-4811-8cca-5e7d1f8a6199",
            "kind": "persona",
            "canonical_name": "Javier Ignacio Pérez Marchant"
          },
          "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": "c480a1b8-3c14-4f1b-83da-1d969a65f4c0",
            "kind": "persona",
            "canonical_name": "Macario Valdes R."
          },
          "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": "dfef21fc-e980-4343-86f6-925a050369d1",
            "kind": "persona",
            "canonical_name": "Gastón 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": 0.81,
              "source_name": "infolobby",
              "source_url": null
            }
          ]
        },
        {
          "other": {
            "id": "edc4aee5-6710-4c8e-bf5a-3edcf4b56aa0",
            "kind": "persona",
            "canonical_name": "Javier Andrés Undurraga Breitling"
          },
          "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
    },
    "declaraciones": {
      "total": 1,
      "monto_sum": null,
      "groups": [
        {
          "other": {
            "id": "42cf993e-5a7f-40a7-8cae-e6981355cbf7",
            "kind": "persona",
            "canonical_name": "Pablo Andrés Vásquez Zúñiga"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": "2014-04-01",
          "date_max": "2014-04-01",
          "sample": []
        }
      ],
      "rest": null
    }
  },
  "card_updated_at": null,
  "insights": {
    "stats": {
      "grado": 759,
      "monto_sum": 5044082740.0,
      "grado_pctl": 0.7439353099730458,
      "monto_pctl": 0.8840970350404312,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "autoridad_proveedora",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": null,
            "monto": null,
            "rel_type": "ejerce_cargo",
            "valid_to": null,
            "direction": "out",
            "confidence": 0.57,
            "source_url": "http://datos.cplt.cl/datos/infoprobidad/declaracion_74af29e4a58ef5b90a184d5264d47342",
            "valid_from": "2017-03-27",
            "source_name": "infoprobidad"
          },
          {
            "fecha": "2014-04-01",
            "monto": null,
            "rel_type": "declara_participacion_en",
            "valid_to": null,
            "direction": "out",
            "confidence": 0.57,
            "source_url": "http://datos.cplt.cl/datos/infoprobidad/declaracion_74af29e4a58ef5b90a184d5264d47342",
            "valid_from": null,
            "source_name": "infoprobidad"
          }
        ],
        "nodes": [
          {
            "id": "42cf993e-5a7f-40a7-8cae-e6981355cbf7",
            "kind": "persona",
            "name": "PABLO ANDRÉS VÁSQUEZ ZÚÑIGA",
            "role": "puente",
            "identity_class": "debil"
          },
          {
            "id": "2038ddfb-f53a-4864-a240-116301fe805a",
            "kind": "institucion_publica",
            "name": "SUBSECRETARIA DE MEDIO AMBIENTE",
            "role": "institucion"
          },
          {
            "id": "76d8d4a0-fb18-4863-a6cf-2edd0f467228",
            "kind": "empresa",
            "name": "SAAM S.A.",
            "role": "proveedor"
          }
        ],
        "overlap": {
          "temporal": null,
          "n_contratos": 758,
          "monto_involucrado": 5044082740.0,
          "coincide_en_periodo": null
        },
        "subtype": "contrato_estatal"
      },
      {
        "kind": "autoridad_proveedora",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": null,
            "monto": null,
            "rel_type": "ejerce_cargo",
            "valid_to": "2018-04-10",
            "direction": "out",
            "confidence": 0.57,
            "source_url": null,
            "valid_from": "2018-03-28",
            "source_name": "infolobby"
          },
          {
            "fecha": null,
            "monto": null,
            "rel_type": "ejerce_cargo",
            "valid_to": "2019-09-11",
            "direction": "out",
            "confidence": 0.57,
            "source_url": null,
            "valid_from": "2019-07-15",
            "source_name": "infolobby"
          },
          {
            "fecha": null,
            "monto": null,
            "rel_type": "ejerce_cargo",
            "valid_to": "2019-09-04",
            "direction": "out",
            "confidence": 0.57,
            "source_url": null,
            "valid_from": "2019-07-29",
            "source_name": "infolobby"
          },
          {
            "fecha": null,
            "monto": null,
            "rel_type": "ejerce_cargo",
            "valid_to": "2019-12-09",
            "direction": "out",
            "confidence": 0.57,
            "source_url": null,
            "valid_from": "2019-10-23",
            "source_name": "infolobby"
          },
          {
            "fecha": null,
            "monto": null,
            "rel_type": "ejerce_cargo",
            "valid_to": "2019-06-10",
            "direction": "out",
            "confidence": 0.57,
            "source_url": null,
            "valid_from": "2019-04-30",
            "source_name": "infolobby"
          },
          {
            "fecha": null,
            "monto": null,
            "rel_type": "ejerce_cargo",
            "valid_to": "2020-03-13",
            "direction": "out",
            "confidence": 0.57,
            "source_url": null,
            "valid_from": "2020-03-12",
            "source_name": "infolobby"
          },
          {
            "fecha": null,
            "monto": null,
            "rel_type": "representa_a",
            "valid_to": null,
            "direction": "out",
            "confidence": 0.81,
            "source_url": null,
            "valid_from": null,
            "source_name": "infolobby"
          }
        ],
        "nodes": [
          {
            "id": "edc4aee5-6710-4c8e-bf5a-3edcf4b56aa0",
            "kind": "persona",
            "name": "Javier Andrés Undurraga Breitling",
            "role": "puente",
            "identity_class": "debil"
          },
          {
            "id": "c9edd588-f4c5-430e-8653-8e1fbb3748bd",
            "kind": "institucion_publica",
            "name": "SERVICIO DE IMPUESTOS INTERNOS (SII)",
            "role": "institucion"
          },
          {
            "id": "76d8d4a0-fb18-4863-a6cf-2edd0f467228",
            "kind": "empresa",
            "name": "SAAM S.A.",
            "role": "proveedor"
          }
        ],
        "overlap": {
          "temporal": null,
          "n_contratos": 758,
          "monto_involucrado": 5044082740.0,
          "coincide_en_periodo": null
        },
        "subtype": "contrato_estatal"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-07-30",
            "monto": 148750.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-1573-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-04-16",
            "monto": 4998000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2369-10-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-03-22",
            "monto": 26059810.0,
            "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=2369-14-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-05",
            "monto": 305.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-2144-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-03-20",
            "monto": 5971420.0,
            "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=2369-10-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-03-20",
            "monto": 6307119.0,
            "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=2369-11-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-03-20",
            "monto": 214623045.0,
            "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=2369-8-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-04-02",
            "monto": 8318100.0,
            "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=2367-114-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-04-10",
            "monto": 6259400.0,
            "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=2367-242-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-06-30",
            "monto": 4284000.0,
            "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=2367-649-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-07-28",
            "monto": 238000.0,
            "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=2367-699-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-12-26",
            "monto": 1618400.0,
            "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=2367-1738-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-09-06",
            "monto": 4403000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-1567-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 125000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2585-1199-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "76d8d4a0-fb18-4863-a6cf-2edd0f467228",
            "kind": "empresa",
            "name": "SAAM S.A.",
            "role": "ancla"
          },
          {
            "id": "6b04f2e8-3b40-4100-8f49-e1ad537362be",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE ARICA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 283354349.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-01-10",
            "monto": 8136965.0,
            "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=884-28-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-09",
            "monto": 19686095.0,
            "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=884-49-C108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-28",
            "monto": 3903200.0,
            "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=884-532-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-01",
            "monto": 58158360.0,
            "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=884-1088-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-10-11",
            "monto": 33709130.0,
            "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=884-1590-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-10-08",
            "monto": 32390552.0,
            "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=884-1807-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-06-13",
            "monto": 2344300.0,
            "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=884-1268-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 3280000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=884-66-L108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 48872572.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=884-255-LE08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "76d8d4a0-fb18-4863-a6cf-2edd0f467228",
            "kind": "empresa",
            "name": "SAAM S.A.",
            "role": "ancla"
          },
          {
            "id": "9c30b666-4971-4c08-bef1-1b8ab2eba05b",
            "kind": "institucion_publica",
            "name": "SERVICIO DE SALUD METROPOLITANO SUR ORIENTE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 210481174.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-10-07",
            "monto": 18587800.0,
            "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=3337-11067-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-07",
            "monto": 15620000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3337-27-LE08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "76d8d4a0-fb18-4863-a6cf-2edd0f467228",
            "kind": "empresa",
            "name": "SAAM S.A.",
            "role": "ancla"
          },
          {
            "id": "87e24019-faec-479d-bb6f-25bfc2814a75",
            "kind": "institucion_publica",
            "name": "DIVISION LOGISTICA DEL EJERCITO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 34207800.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-10-03",
            "monto": 7380380.0,
            "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=720-895-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-03",
            "monto": 7378000.0,
            "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=5612-317-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-10-28",
            "monto": 2320500.0,
            "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=1161-1540-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-29",
            "monto": 5800000.0,
            "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=1161-1905-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-01",
            "monto": 337365.0,
            "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=1161-1733-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 6202000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=720-312-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "76d8d4a0-fb18-4863-a6cf-2edd0f467228",
            "kind": "empresa",
            "name": "SAAM S.A.",
            "role": "ancla"
          },
          {
            "id": "47f06eaa-8ff8-415d-984a-5bff26de4c51",
            "kind": "institucion_publica",
            "name": "SERVICIO AGRICOLA Y GANADERO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 29418245.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-07-23",
            "monto": 2707250.0,
            "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=1823-11288-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-29",
            "monto": 2177700.0,
            "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=4868-304-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-11-23",
            "monto": 13623388.0,
            "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=5399-737-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-23",
            "monto": 2275000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1823-23-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "76d8d4a0-fb18-4863-a6cf-2edd0f467228",
            "kind": "empresa",
            "name": "SAAM S.A.",
            "role": "ancla"
          },
          {
            "id": "e21792b0-9eb6-4db1-bd13-ebb2953a4ccd",
            "kind": "institucion_publica",
            "name": "Servicio Nacional de Menores",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 20783338.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-02-10",
            "monto": 1827840.0,
            "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=2057-191-G108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-11",
            "monto": 1827840.0,
            "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=2057-373-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-04-11",
            "monto": 15389675.0,
            "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=2057-118-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1536000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2057-44-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "76d8d4a0-fb18-4863-a6cf-2edd0f467228",
            "kind": "empresa",
            "name": "SAAM S.A.",
            "role": "ancla"
          },
          {
            "id": "8b0fd59c-01cf-43a3-b496-33f8f109c639",
            "kind": "institucion_publica",
            "name": "UNIVERSIDAD ARTURO PRAT DE IQU - Sede Victoria",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 20581355.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-02-22",
            "monto": 7312550.0,
            "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=4468-58-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 6145000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4468-39-L108",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "76d8d4a0-fb18-4863-a6cf-2edd0f467228",
            "kind": "empresa",
            "name": "SAAM S.A.",
            "role": "ancla"
          },
          {
            "id": "86409bc8-310c-430b-b043-f20da878f444",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Sierra Gorda",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 13457550.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-02-12",
            "monto": 2969050.0,
            "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=2786-122-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-04-23",
            "monto": 4998000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2785-436-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-03-10",
            "monto": 666400.0,
            "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=2785-229-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 2495000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2786-9-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "76d8d4a0-fb18-4863-a6cf-2edd0f467228",
            "kind": "empresa",
            "name": "SAAM S.A.",
            "role": "ancla"
          },
          {
            "id": "e1ddb955-f346-4900-a51f-6f0467135e1e",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE SAN PEDRO DE LA PAZ",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 11128450.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-06-06",
            "monto": 271320.0,
            "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=1960-221-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-01",
            "monto": 1485120.0,
            "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=1960-341-G107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-21",
            "monto": 547400.0,
            "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=1960-383-G107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-17",
            "monto": 3094000.0,
            "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=1960-638-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-29",
            "monto": 542640.0,
            "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=1960-48-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 228000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1960-76-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 3900000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1960-205-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 456000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1960-8-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "76d8d4a0-fb18-4863-a6cf-2edd0f467228",
            "kind": "empresa",
            "name": "SAAM S.A.",
            "role": "ancla"
          },
          {
            "id": "ed50d04d-1aba-424e-adec-933389843d20",
            "kind": "institucion_publica",
            "name": "Dirección General de Aeronáutica Civil",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 10524480.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-03-03",
            "monto": 2737000.0,
            "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=4152-202-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-27",
            "monto": 3689000.0,
            "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=4152-11804-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-02-13",
            "monto": 802860.0,
            "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=4152-99-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 2300000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4152-153-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "76d8d4a0-fb18-4863-a6cf-2edd0f467228",
            "kind": "empresa",
            "name": "SAAM S.A.",
            "role": "ancla"
          },
          {
            "id": "569be679-d241-4c72-9e5a-513bf3da446c",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Hualpen",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 9528860.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 135,
        "monto": 1981999649.0,
        "share": 0.3929355942721907
      },
      "periodo": {
        "desde": "2007-01-05",
        "hasta": "2025-07-18"
      },
      "monto_total": 5044082740.0,
      "n_contratos": 758,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 65393961.0
        },
        {
          "anio": 2008,
          "monto": 217365670.0
        },
        {
          "anio": 2009,
          "monto": 212428996.0
        },
        {
          "anio": 2010,
          "monto": 103681343.0
        },
        {
          "anio": 2011,
          "monto": 231563065.0
        },
        {
          "anio": 2012,
          "monto": 454339460.0
        },
        {
          "anio": 2013,
          "monto": 1123294979.0
        },
        {
          "anio": 2014,
          "monto": 149833773.0
        },
        {
          "anio": 2015,
          "monto": 362494123.0
        },
        {
          "anio": 2016,
          "monto": 405292694.0
        },
        {
          "anio": 2017,
          "monto": 213777415.0
        },
        {
          "anio": 2018,
          "monto": 273219997.0
        },
        {
          "anio": 2019,
          "monto": 134469952.0
        },
        {
          "anio": 2020,
          "monto": 149128951.0
        },
        {
          "anio": 2021,
          "monto": 157165257.0
        },
        {
          "anio": 2022,
          "monto": 151266408.0
        },
        {
          "anio": 2023,
          "monto": 174552692.0
        },
        {
          "anio": 2024,
          "monto": 261389450.0
        },
        {
          "anio": 2025,
          "monto": 93397150.0
        }
      ],
      "td_conocidos": 728,
      "n_contrapartes": 138,
      "n_trato_directo": 335,
      "top_contrapartes": [
        {
          "id": "8558bd78-92c7-4a3e-8fa8-245fa7b11b0c",
          "name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA",
          "monto": 2061158742.0,
          "share": 0.40862905075978195
        },
        {
          "id": "2ff5737f-f7d3-4551-8eca-3ba7f50019e1",
          "name": "DELEGACIÓN PRESIDENCIAL PROVINCIAL DE EL LOA",
          "monto": 717570000.0,
          "share": 0.14225975999751345
        },
        {
          "id": "6b04f2e8-3b40-4100-8f49-e1ad537362be",
          "name": "ILUSTRE MUNICIPALIDAD DE ARICA",
          "monto": 283354349.0,
          "share": 0.05617559497051391
        }
      ],
      "pct_trato_directo": 0.46016483516483514
    },
    "senales": [
      "335 de sus 728 contratos con dato fueron por trato directo (46%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}