{
  "id": "c42a777d-21b3-4c93-8dc4-ff5b9044c01b",
  "kind": "empresa",
  "canonical_name": "PCTel",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "77587860-6"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 449,
      "monto_sum": 681762568.0,
      "groups": [
        {
          "other": {
            "id": "d6ae045e-7dcc-463c-ad4c-a630b61f1a07",
            "kind": "institucion_publica",
            "canonical_name": "HOSPITAL DR GUSTAVO FRICKE DE VINA DEL MAR"
          },
          "direction": "in",
          "count": 31,
          "monto_sum": 76687303.0,
          "date_min": "2007-03-22",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 381990.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=608-627-CO07"
            },
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 372129.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=608-857-CO07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-03-22",
              "date_to": "2007-03-22",
              "monto": 381990.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=608-2481-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-04-18",
              "date_to": "2007-04-18",
              "monto": 372129.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=608-3423-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-11-19",
              "date_to": "2007-11-19",
              "monto": 2300000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=608-10819-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-03-24",
              "date_to": "2008-03-24",
              "monto": 1699677.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=608-2941-OC08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-07-25",
              "date_to": "2008-07-25",
              "monto": 1888875.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=608-16244-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-10-16",
              "date_to": "2008-10-16",
              "monto": 475995.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=608-20100-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-10-16",
              "date_to": "2008-10-16",
              "monto": 475995.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=608-20097-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-08-04",
              "date_to": "2009-08-04",
              "monto": 399996.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=608-5346-SE09"
            }
          ]
        },
        {
          "other": {
            "id": "ad1e8aba-b12c-4dec-8e24-619c124b4f56",
            "kind": "institucion_publica",
            "canonical_name": "Servicio Nacional de Capacitación y Empleo"
          },
          "direction": "in",
          "count": 24,
          "monto_sum": 58723071.0,
          "date_min": "2007-09-10",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 950400.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=589-81-CO07"
            },
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 29978566.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=45-209-LP07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-09-10",
              "date_to": "2007-09-10",
              "monto": 950400.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=589-790-SE07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-12-26",
              "date_to": "2007-12-26",
              "monto": 773440.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=589-1081-SE07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-09-03",
              "date_to": "2008-09-03",
              "monto": 1344000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4709-11246-CM08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-09-03",
              "date_to": "2008-09-03",
              "monto": 1344000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4709-11247-CM08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-09-03",
              "date_to": "2008-09-03",
              "monto": 1344000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4709-11245-CM08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-09-03",
              "date_to": "2008-09-03",
              "monto": 1344000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4709-11244-CM08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-11-06",
              "date_to": "2008-11-06",
              "monto": 1314000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4709-11467-CM08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-11-05",
              "date_to": "2008-11-05",
              "monto": 1344000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4709-11504-CM08"
            }
          ]
        },
        {
          "other": {
            "id": "fe661278-9ca3-4c47-b674-52b6a001d045",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud Valparaíso San Antonio"
          },
          "direction": "in",
          "count": 72,
          "monto_sum": 45560946.0,
          "date_min": "2007-08-22",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-08-22",
              "date_to": "2007-08-22",
              "monto": 1039500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=956-1982-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-08-24",
              "date_to": "2007-08-24",
              "monto": 2598750.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=956-2000-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-11-28",
              "date_to": "2007-11-28",
              "monto": 91200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=956-2952-R107"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-11-30",
              "date_to": "2007-11-30",
              "monto": 91200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=956-2989-R107"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-11-30",
              "date_to": "2007-11-30",
              "monto": 91200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=956-2990-R107"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-11-28",
              "date_to": "2007-11-28",
              "monto": 91200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=956-2934-R107"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-11-28",
              "date_to": "2007-11-28",
              "monto": 68400.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=956-2931-R107"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-11-30",
              "date_to": "2007-11-30",
              "monto": 91200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=956-2987-R107"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-11-28",
              "date_to": "2007-11-28",
              "monto": 91200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=956-2945-R107"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-11-20",
              "date_to": "2007-11-20",
              "monto": 91200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=956-2790-R107"
            }
          ]
        },
        {
          "other": {
            "id": "44173ed5-bdf0-4a4f-818e-33c94e94422b",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud Viña del Mar - Quillota"
          },
          "direction": "in",
          "count": 24,
          "monto_sum": 38767908.0,
          "date_min": "2008-05-16",
          "date_max": "2024-11-04",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-05-16",
              "date_to": "2008-05-16",
              "monto": 530150.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2026-585-D108"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-09-05",
              "date_to": "2008-09-05",
              "monto": 1798600.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2026-11985-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-10-14",
              "date_to": "2008-10-14",
              "monto": 905.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2026-12136-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-10-01",
              "date_to": "2008-10-01",
              "monto": 128000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2026-12084-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-07-07",
              "date_to": "2009-07-07",
              "monto": 2397747.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2026-1063-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-11-26",
              "date_to": "2009-11-26",
              "monto": 1493800.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2026-2100-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-08-23",
              "date_to": "2010-08-23",
              "monto": 1157200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2026-1442-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-08-05",
              "date_to": "2011-08-05",
              "monto": 550000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2026-1205-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-09-07",
              "date_to": "2011-09-07",
              "monto": 1200000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2026-1361-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-09-21",
              "date_to": "2012-09-21",
              "monto": 1118000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2026-1572-SE12"
            }
          ]
        },
        {
          "other": {
            "id": "c95d6c89-e147-4b99-b553-0d0d3917b40b",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MAIPU"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 24762075.0,
          "date_min": "2018-11-29",
          "date_max": "2026-03-02",
          "sample": []
        },
        {
          "other": {
            "id": "a5b1666b-dbb7-4d36-a6b7-7c92c277bba7",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD ORIENTE HOSPITAL LUIS CALVO MACKENNA"
          },
          "direction": "in",
          "count": 12,
          "monto_sum": 22151142.0,
          "date_min": "2009-12-29",
          "date_max": "2019-07-18",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-12-29",
              "date_to": "2009-12-29",
              "monto": 1510000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2252-5511-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-09-29",
              "date_to": "2010-09-29",
              "monto": 3723100.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2252-5695-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-05-20",
              "date_to": "2011-05-20",
              "monto": 3140000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2252-3015-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-09-12",
              "date_to": "2012-09-12",
              "monto": 406.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2252-5535-SE12"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-11-15",
              "date_to": "2012-11-15",
              "monto": 1600000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2252-6510-SE12"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-06-29",
              "date_to": "2013-06-29",
              "monto": 4250000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2252-3014-SE13"
            }
          ]
        },
        {
          "other": {
            "id": "d3423062-eb03-499b-b418-9448f95dd9dd",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 17660450.0,
          "date_min": "2008-07-29",
          "date_max": "2009-07-03",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-07-03",
              "date_to": "2009-07-03",
              "monto": 10002800.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3356-133-SE09"
            }
          ]
        },
        {
          "other": {
            "id": "979d2097-9217-4b94-b93e-cbe503329a73",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE REGISTRO CIVIL E IDENTIFICACION"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 17122485.0,
          "date_min": "2009-10-09",
          "date_max": "2019-07-19",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-10-09",
              "date_to": "2009-10-09",
              "monto": 920000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1351-89-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-11-15",
              "date_to": "2011-11-15",
              "monto": 2274500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1351-135-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-11-15",
              "date_to": "2012-11-15",
              "monto": 2500000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1351-130-SE12"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-10-20",
              "date_to": "2014-10-20",
              "monto": 428000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1351-93-SE14"
            }
          ]
        },
        {
          "other": {
            "id": "aca3c6d6-a6f9-4c21-a769-e4f2c111ed76",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DE REDES ASISTENCIALES"
          },
          "direction": "in",
          "count": 17,
          "monto_sum": 17010400.0,
          "date_min": "2007-07-09",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 673200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2123-67-CO07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-07-09",
              "date_to": "2007-07-09",
              "monto": 673200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2123-669-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-08-01",
              "date_to": "2011-08-01",
              "monto": 2488000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2123-928-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-06-28",
              "date_to": "2013-06-28",
              "monto": 1810000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2123-788-SE13"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-07-15",
              "date_to": "2014-07-15",
              "monto": 1101600.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2123-1072-SE14"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-07-15",
              "date_to": "2014-07-15",
              "monto": 1119000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2123-1073-SE14"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-10-16",
              "date_to": "2014-10-16",
              "monto": 120000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2123-1437-SE14"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-10-29",
              "date_to": "2014-10-29",
              "monto": 1100000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2123-1524-SE14"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-10-16",
              "date_to": "2014-10-16",
              "monto": 120000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2123-1439-SE14"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-10-16",
              "date_to": "2014-10-16",
              "monto": 120000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2123-1433-SE14"
            }
          ]
        },
        {
          "other": {
            "id": "292d59f5-e98e-43cb-8fda-f93a800e8b3f",
            "kind": "institucion_publica",
            "canonical_name": "CAJA DE PREVISION DE LA DEFENSA NACIONAL"
          },
          "direction": "in",
          "count": 16,
          "monto_sum": 12021175.0,
          "date_min": "2008-06-02",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-06-02",
              "date_to": "2008-06-02",
              "monto": 1863000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4776-1257-OC08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-06-23",
              "date_to": "2008-06-23",
              "monto": 879750.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4776-1428-OC08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-09-29",
              "date_to": "2008-09-29",
              "monto": 848562.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4776-13373-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-09-15",
              "date_to": "2008-09-15",
              "monto": 624175.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4776-13182-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-04-20",
              "date_to": "2009-04-20",
              "monto": 1100000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=721-389-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-10-16",
              "date_to": "2009-10-16",
              "monto": 690800.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4776-5473-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-10-16",
              "date_to": "2009-10-16",
              "monto": 576400.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4776-5472-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-05-14",
              "date_to": "2010-05-14",
              "monto": 422400.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4776-2315-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-05-14",
              "date_to": "2010-05-14",
              "monto": 369600.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4776-2309-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-06-10",
              "date_to": "2010-06-10",
              "monto": 528000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4776-2851-SE10"
            }
          ]
        },
        {
          "other": {
            "id": "8b7eedc9-b842-4238-83ad-fcd8aa53fe54",
            "kind": "institucion_publica",
            "canonical_name": "JUNTA NACIONAL DE AUXILIO ESCOLAR Y BECA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 11586575.0,
          "date_min": "2013-12-26",
          "date_max": "2017-12-18",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-12-26",
              "date_to": "2013-12-26",
              "monto": 4610000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=85-1074-SE13"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2015-07-09",
              "date_to": "2015-07-09",
              "monto": 4785000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=85-811-SE15"
            }
          ]
        },
        {
          "other": {
            "id": "2407f9d0-7f3e-4a02-84ae-0c8149872be7",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE EDUCACION PUBLICA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 9843400.0,
          "date_min": "2007-06-14",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 283800.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=950-17-CO07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-06-14",
              "date_to": "2007-06-14",
              "monto": 283800.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=950-253-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-12-07",
              "date_to": "2009-12-07",
              "monto": 1075800.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=950-778-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-07-17",
              "date_to": "2013-07-17",
              "monto": 8200000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=950-192-SE13"
            }
          ]
        },
        {
          "other": {
            "id": "72b04d33-b13e-41e0-949c-5b9190d73ebc",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN ANTONIO"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 9773380.0,
          "date_min": "2008-09-29",
          "date_max": "2017-08-01",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-09-29",
              "date_to": "2008-09-29",
              "monto": 4173125.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2757-11249-SE08"
            }
          ]
        },
        {
          "other": {
            "id": "2d3b2499-1a5d-4a9d-bb76-296277cf481d",
            "kind": "institucion_publica",
            "canonical_name": "SUPERINTENDENCIA DE EDUCACION ESCOLAR"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 9711500.0,
          "date_min": "2023-09-25",
          "date_max": "2025-10-17",
          "sample": []
        },
        {
          "other": {
            "id": "35e51c19-c188-4dda-9917-85fad8704075",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD SUR UNIDAD HOSPITALARI"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 8501000.0,
          "date_min": "2023-09-29",
          "date_max": "2023-09-29",
          "sample": []
        },
        {
          "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": 13,
          "monto_sum": 8478001.0,
          "date_min": "2007-05-25",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "2007-06-05",
              "date_to": "2007-06-05",
              "monto": 468600.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=913-13-L107"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-05-25",
              "date_to": "2007-05-25",
              "monto": 702900.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=913-48-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-06-28",
              "date_to": "2007-06-28",
              "monto": 334399.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1028-605-SE07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-09-05",
              "date_to": "2007-09-05",
              "monto": 334400.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1028-854-SE07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-08-19",
              "date_to": "2009-08-19",
              "monto": 605.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1504-122-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-04-13",
              "date_to": "2010-04-13",
              "monto": 750197.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267-24-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-01-07",
              "date_to": "2011-01-07",
              "monto": 1906940.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=979-1074-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-08-12",
              "date_to": "2011-08-12",
              "monto": 483750.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=978-322-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-08-12",
              "date_to": "2011-08-12",
              "monto": 905.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267-48-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-07-09",
              "date_to": "2012-07-09",
              "monto": 405.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1267-39-SE12"
            }
          ]
        },
        {
          "other": {
            "id": "8ef97a97-bf83-42ff-9044-a18293b6a9d0",
            "kind": "institucion_publica",
            "canonical_name": "CORPORACION DE FOMENTO DE LA PRODUCCION"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 8287400.0,
          "date_min": "2009-07-08",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-07-08",
              "date_to": "2009-07-08",
              "monto": 3387400.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=618-914-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-08-06",
              "date_to": "2009-08-06",
              "monto": 1500000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=618-1142-SE09"
            }
          ]
        },
        {
          "other": {
            "id": "13f53c5f-548a-4fda-b995-61ab2265394a",
            "kind": "institucion_publica",
            "canonical_name": "COMPLEJO ASISTENCIAL DR. SOTERO DEL RIO"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 7578200.0,
          "date_min": "2008-11-19",
          "date_max": "2013-09-02",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-11-19",
              "date_to": "2008-11-19",
              "monto": 977600.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5233-11221-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-04-17",
              "date_to": "2012-04-17",
              "monto": 1362000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5233-326-SE12"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-04-17",
              "date_to": "2012-04-17",
              "monto": 1249800.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5233-325-SE12"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-04-05",
              "date_to": "2012-04-05",
              "monto": 1362000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5233-195-SE12"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-04-05",
              "date_to": "2012-04-05",
              "monto": 1326800.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5233-264-SE12"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-09-02",
              "date_to": "2013-09-02",
              "monto": 1300000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5233-632-SE13"
            }
          ]
        },
        {
          "other": {
            "id": "38cbd00a-1e83-487b-9b0b-5deb9667f839",
            "kind": "institucion_publica",
            "canonical_name": "Fondo Nacional de Salud - FONASA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 7489118.0,
          "date_min": "2009-05-15",
          "date_max": "2010-10-22",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-05-15",
              "date_to": "2009-05-15",
              "monto": 1312000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=839-117-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-05-13",
              "date_to": "2010-05-13",
              "monto": 3813600.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=839-130-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-08-18",
              "date_to": "2010-08-18",
              "monto": 1969600.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=839-223-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-10-22",
              "date_to": "2010-10-22",
              "monto": 393918.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=839-250-SE10"
            }
          ]
        },
        {
          "other": {
            "id": "49e11ceb-e296-4220-b612-0d04d1890354",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE BIENESTAR SERVICIO SALUD ACONCAGUA"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 7470319.0,
          "date_min": "2015-06-19",
          "date_max": "2022-04-27",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2015-06-19",
              "date_to": "2015-06-19",
              "monto": 1044000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=622789-389-SE15"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2015-08-31",
              "date_to": "2015-08-31",
              "monto": 847000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4847-356-SE15"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2016-04-19",
              "date_to": "2016-04-19",
              "monto": 988000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4847-208-SE16"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2016-05-20",
              "date_to": "2016-05-20",
              "monto": 897000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4846-267-SE16"
            }
          ]
        },
        {
          "other": {
            "id": "54fca7fc-252c-450e-b395-b81742d46898",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud Valparaíso San Antonio"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 7432502.0,
          "date_min": "2013-11-18",
          "date_max": "2025-11-19",
          "sample": [
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "2025-08-14",
              "date_to": "2025-08-14",
              "monto": 1328000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=900-22-LE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-11-27",
              "date_to": "2013-11-27",
              "monto": 960960.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=900-1441-SE13"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-11-18",
              "date_to": "2013-11-18",
              "monto": 1143542.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=900-1381-SE13"
            }
          ]
        },
        {
          "other": {
            "id": "793bef3d-0425-453d-ac8b-ee9a69e157d1",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD METROPOLITANA NORTE HOSPITAL SAN JOSE"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 7420500.0,
          "date_min": "2025-12-01",
          "date_max": "2025-12-01",
          "sample": []
        },
        {
          "other": {
            "id": "e21792b0-9eb6-4db1-bd13-ebb2953a4ccd",
            "kind": "institucion_publica",
            "canonical_name": "Servicio Nacional de Menores"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 7239000.0,
          "date_min": "2010-08-03",
          "date_max": "2024-09-02",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-08-03",
              "date_to": "2010-08-03",
              "monto": 616000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1836-106-SE10"
            }
          ]
        },
        {
          "other": {
            "id": "d970852d-fee6-47a0-9267-4100803a9361",
            "kind": "institucion_publica",
            "canonical_name": "JUNTA NACIONAL DE JARDINES         INFANTILES"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 7070710.0,
          "date_min": "2010-05-03",
          "date_max": "2014-05-20",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-05-03",
              "date_to": "2010-05-03",
              "monto": 1184300.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=847-155-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-05-03",
              "date_to": "2010-05-03",
              "monto": 905410.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=847-154-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-06-02",
              "date_to": "2010-06-02",
              "monto": 1250000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=847-233-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-05-24",
              "date_to": "2011-05-24",
              "monto": 1301000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=847-228-SE11"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-05-20",
              "date_to": "2014-05-20",
              "monto": 2430000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=847-233-SE14"
            }
          ]
        },
        {
          "other": {
            "id": "54acb6c0-26ec-4e35-84d6-d9296f400baa",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE GEOLOGIA Y MINERIA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 7018084.0,
          "date_min": "2015-12-30",
          "date_max": "2015-12-30",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2015-12-30",
              "date_to": "2015-12-30",
              "monto": 7018084.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1562-2075-CM15"
            }
          ]
        },
        {
          "other": {
            "id": "654cb678-9379-4a3e-8365-1ef9d24b3b48",
            "kind": "institucion_publica",
            "canonical_name": "Servicio Nacional del Consumidor - SERNAC"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 6800612.0,
          "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": 3400000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1611-452-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-03-24",
              "date_to": "2008-03-24",
              "monto": 306.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1611-131-OC08"
            }
          ]
        },
        {
          "other": {
            "id": "ed1d6acc-c0a3-4a92-8e4a-90ed560487c9",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE REGISTRO CIVIL E IDENTIFICACION"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 6500000.0,
          "date_min": "2010-07-01",
          "date_max": "2010-11-24",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-07-01",
              "date_to": "2010-07-01",
              "monto": 1300000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1360-159-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-07-06",
              "date_to": "2010-07-06",
              "monto": 1300000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1360-164-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-11-24",
              "date_to": "2010-11-24",
              "monto": 1300000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1360-226-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-11-24",
              "date_to": "2010-11-24",
              "monto": 1300000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1360-228-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-11-24",
              "date_to": "2010-11-24",
              "monto": 1300000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1360-227-SE10"
            }
          ]
        },
        {
          "other": {
            "id": "d6427814-9839-440f-8c04-9980cde47a1d",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE PAINE"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 6010000.0,
          "date_min": "2024-09-05",
          "date_max": "2024-09-05",
          "sample": []
        },
        {
          "other": {
            "id": "2bfc9c6b-4826-48e5-a179-564e9f84964a",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DEL PATRIMONIO CULTURAL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 5988400.0,
          "date_min": "2011-10-19",
          "date_max": "2024-08-27",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-10-19",
              "date_to": "2011-10-19",
              "monto": 3450000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1191-761-SE11"
            }
          ]
        },
        {
          "other": {
            "id": "eedf2c2f-c634-43ad-8462-faab001ca669",
            "kind": "institucion_publica",
            "canonical_name": "Servicio Nacional de Aduanas"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 5866100.0,
          "date_min": "2009-09-11",
          "date_max": "2011-06-30",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-09-11",
              "date_to": "2009-09-11",
              "monto": 938000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=586-671-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-12-09",
              "date_to": "2010-12-09",
              "monto": 3987600.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=586-841-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-06-30",
              "date_to": "2011-06-30",
              "monto": 940500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=586-370-SE11"
            }
          ]
        },
        {
          "other": {
            "id": "210f466e-9269-4c4d-bf69-7bccf3dd7ee4",
            "kind": "institucion_publica",
            "canonical_name": "INSTITUTO DE PREVISION SOCIAL"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 5710169.0,
          "date_min": "2012-04-02",
          "date_max": "2025-06-30",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2025-06-30",
              "date_to": "2025-06-30",
              "monto": 1163000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=548874-164-SE25"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-04-02",
              "date_to": "2012-04-02",
              "monto": 3845700.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=548856-59-SE12"
            }
          ]
        },
        {
          "other": {
            "id": "07bee977-766f-42dd-8b67-92592fc0b758",
            "kind": "institucion_publica",
            "canonical_name": "Superintendencia de Salud"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 5392400.0,
          "date_min": "2008-08-05",
          "date_max": "2008-08-05",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-08-05",
              "date_to": "2008-08-05",
              "monto": 2696200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=601-11355-SE08"
            }
          ]
        },
        {
          "other": {
            "id": "f9045ebb-da1f-4ee4-9efc-526d4d6b8579",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION SERVICIO SALUD METROPOLITANO O"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 5374798.0,
          "date_min": "2017-08-09",
          "date_max": "2018-04-26",
          "sample": []
        },
        {
          "other": {
            "id": "609650cb-1d25-47c1-bb13-9aaace1a0551",
            "kind": "institucion_publica",
            "canonical_name": "PRESIDENCIA DE LA REPUBLICA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 5277820.0,
          "date_min": "2024-08-19",
          "date_max": "2024-08-19",
          "sample": []
        },
        {
          "other": {
            "id": "fe65d05e-ebb6-4fbd-9b4c-6aee3e5ec9df",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD HOSPITAL DE SAN FERNANDO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 5107344.0,
          "date_min": "2016-11-04",
          "date_max": "2018-10-10",
          "sample": []
        },
        {
          "other": {
            "id": "d4dfa956-0bca-4a00-a716-7a7a62be0b60",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO LOCAL DE EDUCACIÓN PÚBLICA DE MARGA MARGA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 4839798.0,
          "date_min": "2025-08-22",
          "date_max": "2025-08-22",
          "sample": []
        },
        {
          "other": {
            "id": "9c30b666-4971-4c08-bef1-1b8ab2eba05b",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD METROPOLITANO SUR ORIENTE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 4651000.0,
          "date_min": "2023-10-23",
          "date_max": "2024-08-28",
          "sample": []
        },
        {
          "other": {
            "id": "bdbf9d3b-d657-446e-9e8a-479594b35bdb",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE SAN CLEMENTE"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 4561500.0,
          "date_min": "2025-09-02",
          "date_max": "2025-09-02",
          "sample": []
        },
        {
          "other": {
            "id": "7333f660-2e6e-4067-a862-cab34e3f8d96",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Padre Hurtado"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 4546654.0,
          "date_min": "2012-04-19",
          "date_max": "2018-10-23",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-04-19",
              "date_to": "2012-04-19",
              "monto": 1400000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3825-455-SE12"
            }
          ]
        },
        {
          "other": {
            "id": "d856b41b-14b7-4e44-9b69-edcfc93b3247",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Evaluación Ambiental (SEA)"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 4273000.0,
          "date_min": "2009-08-27",
          "date_max": "2010-05-25",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-08-27",
              "date_to": "2009-08-27",
              "monto": 2400000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1588-874-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-05-25",
              "date_to": "2010-05-25",
              "monto": 1873000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1283-21-SE10"
            }
          ]
        },
        {
          "other": {
            "id": "ff46f4fb-f686-4e07-8428-b8d5bf0e8c33",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE PROVIDENCIA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 4184000.0,
          "date_min": "2013-09-13",
          "date_max": "2024-05-23",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2013-09-13",
              "date_to": "2013-09-13",
              "monto": 2795000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2460-1507-SE13"
            }
          ]
        },
        {
          "other": {
            "id": "67ac0087-4321-46fd-a1f6-a5dd70d8ac00",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Zapallar"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 4030000.0,
          "date_min": "2011-04-06",
          "date_max": "2011-04-06",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-04-06",
              "date_to": "2011-04-06",
              "monto": 4030000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5325-66-SE11"
            }
          ]
        },
        {
          "other": {
            "id": "a9561cde-14c0-4449-a5cf-b2755d34a3ed",
            "kind": "institucion_publica",
            "canonical_name": "Instituto Psiquiátrico Dr. José Horwitz Barak"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3926000.0,
          "date_min": "2014-11-06",
          "date_max": "2014-11-06",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-11-06",
              "date_to": "2014-11-06",
              "monto": 3926000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1373-1080-SE14"
            }
          ]
        },
        {
          "other": {
            "id": "7d1ccf1a-ecd9-4032-a902-9cb68cfb5e19",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 3891863.0,
          "date_min": "2010-08-16",
          "date_max": "2019-11-25",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-08-16",
              "date_to": "2010-08-16",
              "monto": 1245600.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5839-122-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2011-07-19",
              "date_to": "2011-07-19",
              "monto": 664400.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5839-46-SE11"
            }
          ]
        },
        {
          "other": {
            "id": "3590d37a-7e73-44c8-bc52-700c6b7bd793",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD VINA DEL MAR QUILLOTA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3790952.0,
          "date_min": "2023-05-24",
          "date_max": "2023-05-24",
          "sample": []
        },
        {
          "other": {
            "id": "bddcb97e-88a5-441d-a6f9-2e14a407ed98",
            "kind": "institucion_publica",
            "canonical_name": "Gobierno Regional de Valparaíso"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 3525706.0,
          "date_min": "2007-05-24",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "date": "NA",
              "date_to": "NA",
              "monto": 510400.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=836-35-LE07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-05-24",
              "date_to": "2007-05-24",
              "monto": 510400.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=836-274-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-08-29",
              "date_to": "2007-08-29",
              "monto": 779900.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=836-472-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2008-11-20",
              "date_to": "2008-11-20",
              "monto": 436800.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=836-11685-SE08"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-06-05",
              "date_to": "2009-06-05",
              "monto": 508200.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=836-405-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-11-11",
              "date_to": "2010-11-11",
              "monto": 106.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=836-479-SE10"
            }
          ]
        },
        {
          "other": {
            "id": "1b1c226c-24b4-407c-b2dc-aca82ed01c31",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARÍA DE LAS CULTURAS Y LAS ARTES"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 3421952.0,
          "date_min": "2007-12-10",
          "date_max": "NA",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2007-12-10",
              "date_to": "2007-12-10",
              "monto": 1207500.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1725-2080-OC07"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2009-10-02",
              "date_to": "2009-10-02",
              "monto": 851400.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1725-2261-SE09"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-12-14",
              "date_to": "2010-12-14",
              "monto": 605.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1725-2737-SE10"
            },
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2012-09-10",
              "date_to": "2012-09-10",
              "monto": 1000197.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1725-1829-SE12"
            }
          ]
        },
        {
          "other": {
            "id": "eb3b3081-82da-49a1-b063-fe0fd4232833",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE PROTECCIÓN ESPECIALIZADA A LA NIÑEZ Y ADOLESCENCI"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3311500.0,
          "date_min": "2025-11-12",
          "date_max": "2025-11-12",
          "sample": []
        },
        {
          "other": {
            "id": "020bdd60-db66-4651-878b-4e9fa2f69e9b",
            "kind": "institucion_publica",
            "canonical_name": "Dirección del Trabajo"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3310000.0,
          "date_min": "2010-11-11",
          "date_max": "2010-11-11",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2010-11-11",
              "date_to": "2010-11-11",
              "monto": 3310000.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4629-1028-SE10"
            }
          ]
        },
        {
          "other": {
            "id": "4dc81e0e-c2e2-48d1-8d9c-216e7bea512c",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3202838.0,
          "date_min": "2014-11-13",
          "date_max": "2014-11-13",
          "sample": [
            {
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "date": "2014-11-13",
              "date_to": "2014-11-13",
              "monto": 3202838.0,
              "confidence": 1.0,
              "source_name": "chilecompra",
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3047-1855-SE14"
            }
          ]
        }
      ],
      "rest": {
        "counterparties": 77,
        "count": 119,
        "monto_sum": 108901518.0
      }
    },
    "lobby": {
      "total": 1,
      "monto_sum": null,
      "groups": [
        {
          "other": {
            "id": "7f0109c2-7310-494c-88a2-725272491b65",
            "kind": "persona",
            "canonical_name": "Leonardo Cabrera"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": null,
          "date_min": null,
          "date_max": null,
          "sample": []
        }
      ],
      "rest": null
    }
  },
  "card_updated_at": null,
  "insights": {
    "stats": {
      "grado": 449,
      "monto_sum": 681762568.0,
      "grado_pctl": 0.6070954907161804,
      "monto_pctl": 0.5931697612732095,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-03-22",
            "monto": 381990.0,
            "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=608-2481-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-18",
            "monto": 372129.0,
            "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=608-3423-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-19",
            "monto": 2300000.0,
            "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=608-10819-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-24",
            "monto": 1699677.0,
            "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=608-2941-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-25",
            "monto": 1888875.0,
            "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=608-16244-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-16",
            "monto": 475995.0,
            "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=608-20100-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-16",
            "monto": 475995.0,
            "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=608-20097-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-04",
            "monto": 399996.0,
            "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=608-5346-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-09-15",
            "monto": 475200.0,
            "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=608-10159-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 381990.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=608-627-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-06-14",
            "monto": 833000.0,
            "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=608-6411-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-11-16",
            "monto": 2178440.0,
            "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=608-12577-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-11-16",
            "monto": 6517437.0,
            "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=608-12579-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 372129.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=608-857-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-09-26",
            "monto": 11632000.0,
            "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=608-7619-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-11-13",
            "monto": 206.0,
            "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=608-10654-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-12-28",
            "monto": 4018400.0,
            "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=608-12354-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-04-04",
            "monto": 3307477.0,
            "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=608-3765-CM16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-03-29",
            "monto": 4384682.0,
            "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=608-2615-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-03-29",
            "monto": 1213293.0,
            "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=608-2617-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-04-06",
            "monto": 4384682.0,
            "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=608-4107-CM18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-06-16",
            "monto": 7738400.0,
            "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=608-7440-CM20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-08-20",
            "monto": 1934600.0,
            "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=608-9279-CM20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-08-20",
            "monto": 3869200.0,
            "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=608-9224-CM20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-03-24",
            "monto": 4303890.0,
            "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=608-3176-CM21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-03-24",
            "monto": 4303890.0,
            "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=608-3175-CM21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-08-26",
            "monto": 1226250.0,
            "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=608-11445-SE24",
            "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=608-2883-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 305.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=608-63-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1428300.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=608-428-L108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-24",
            "monto": 1888875.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=608-1022-L108",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c42a777d-21b3-4c93-8dc4-ff5b9044c01b",
            "kind": "empresa",
            "name": "PCTel",
            "role": "ancla"
          },
          {
            "id": "d6ae045e-7dcc-463c-ad4c-a630b61f1a07",
            "kind": "institucion_publica",
            "name": "HOSPITAL DR GUSTAVO FRICKE DE VINA DEL MAR",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 76687303.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-09-10",
            "monto": 950400.0,
            "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=589-790-SE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-26",
            "monto": 773440.0,
            "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=589-1081-SE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-03",
            "monto": 1344000.0,
            "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=4709-11246-CM08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-03",
            "monto": 1344000.0,
            "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=4709-11247-CM08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-03",
            "monto": 1344000.0,
            "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=4709-11245-CM08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-03",
            "monto": 1344000.0,
            "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=4709-11244-CM08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-06",
            "monto": 1314000.0,
            "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=4709-11467-CM08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-05",
            "monto": 1344000.0,
            "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=4709-11504-CM08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-22",
            "monto": 1344000.0,
            "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=4709-11597-CM08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-26",
            "monto": 883200.0,
            "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=4709-207-CM09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-26",
            "monto": 883200.0,
            "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=4709-206-CM09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-13",
            "monto": 920000.0,
            "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=4709-373-CM09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-13",
            "monto": 1070000.0,
            "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=4709-372-CM09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-13",
            "monto": 1070000.0,
            "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=4709-375-CM09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-13",
            "monto": 1070000.0,
            "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=4709-374-CM09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-09-17",
            "monto": 2906060.0,
            "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=4709-541-CM09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-01-04",
            "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=4709-918-CM09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-05-19",
            "monto": 1104000.0,
            "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=4709-200-CM10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-05-11",
            "monto": 920000.0,
            "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=4709-148-CM10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-05-18",
            "monto": 920000.0,
            "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=4709-173-CM10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-01-06",
            "monto": 1345500.0,
            "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=4709-625-CM10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-02-15",
            "monto": 3600000.0,
            "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=4675-1062-CM10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 950400.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=589-81-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 29978566.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=45-209-LP07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c42a777d-21b3-4c93-8dc4-ff5b9044c01b",
            "kind": "empresa",
            "name": "PCTel",
            "role": "ancla"
          },
          {
            "id": "ad1e8aba-b12c-4dec-8e24-619c124b4f56",
            "kind": "institucion_publica",
            "name": "Servicio Nacional de Capacitación y Empleo",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 58723071.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-08-22",
            "monto": 1039500.0,
            "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=956-1982-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-24",
            "monto": 2598750.0,
            "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=956-2000-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-28",
            "monto": 91200.0,
            "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=956-2952-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-30",
            "monto": 91200.0,
            "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=956-2989-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-30",
            "monto": 91200.0,
            "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=956-2990-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-28",
            "monto": 91200.0,
            "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=956-2934-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-28",
            "monto": 68400.0,
            "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=956-2931-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-30",
            "monto": 91200.0,
            "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=956-2987-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-28",
            "monto": 91200.0,
            "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=956-2945-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-20",
            "monto": 91200.0,
            "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=956-2790-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-28",
            "monto": 91200.0,
            "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=956-2935-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-28",
            "monto": 91200.0,
            "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=956-2948-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-28",
            "monto": 91200.0,
            "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=956-2950-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-20",
            "monto": 91200.0,
            "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=956-2791-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-28",
            "monto": 91200.0,
            "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=956-2947-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-28",
            "monto": 91200.0,
            "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=956-2937-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-30",
            "monto": 91200.0,
            "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=956-2991-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-20",
            "monto": 95000.0,
            "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=956-2789-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-28",
            "monto": 91200.0,
            "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=956-2946-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-20",
            "monto": 91200.0,
            "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=956-2783-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-30",
            "monto": 91200.0,
            "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=956-2988-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-28",
            "monto": 91200.0,
            "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=956-2951-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-28",
            "monto": 91200.0,
            "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=956-2943-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-28",
            "monto": 91200.0,
            "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=956-2938-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-28",
            "monto": 91200.0,
            "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=956-2942-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-28",
            "monto": 91200.0,
            "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=956-2933-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-28",
            "monto": 57000.0,
            "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=956-2930-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-28",
            "monto": 91200.0,
            "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=956-2939-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-28",
            "monto": 91200.0,
            "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=956-2932-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-28",
            "monto": 91200.0,
            "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=956-2936-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-20",
            "monto": 91200.0,
            "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=956-2792-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-28",
            "monto": 91200.0,
            "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=956-2944-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-28",
            "monto": 91200.0,
            "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=956-2941-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-08",
            "monto": 2882061.0,
            "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=956-36-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-08",
            "monto": 2660364.0,
            "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=956-37-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-08",
            "monto": 2882061.0,
            "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=956-26-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-12",
            "monto": 1246440.0,
            "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=956-13714-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-31",
            "monto": 1550400.0,
            "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=956-710-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-09-10",
            "monto": 716250.0,
            "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=956-2190-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-10-27",
            "monto": 1220975.0,
            "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=898-3680-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-10-26",
            "monto": 384000.0,
            "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=956-2551-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-17",
            "monto": 260000.0,
            "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=956-3045-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-09",
            "monto": 480000.0,
            "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=956-2937-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-17",
            "monto": 192000.0,
            "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=956-3053-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-09-03",
            "monto": 1195745.0,
            "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=898-2271-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-10-29",
            "monto": 110000.0,
            "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=956-2345-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-10-26",
            "monto": 206.0,
            "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=898-3136-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-10-27",
            "monto": 206.0,
            "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=898-3119-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-11-12",
            "monto": 2060000.0,
            "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=956-2563-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-11-26",
            "monto": 607200.0,
            "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=956-2686-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-12-27",
            "monto": 813750.0,
            "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=956-2927-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-12-15",
            "monto": 2811600.0,
            "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=956-2868-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-12-15",
            "monto": 2534400.0,
            "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=956-2871-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-07-15",
            "monto": 1336000.0,
            "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=956-1460-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-07-18",
            "monto": 10000.0,
            "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=956-1475-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-09-06",
            "monto": 830000.0,
            "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=956-1424-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-06-01",
            "monto": 1033488.0,
            "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=956-374-CM20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2021-04-09",
            "monto": 1723662.0,
            "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=956-288-CM21",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-06-08",
            "monto": 798600.0,
            "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=956-571-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2022-06-06",
            "monto": 796180.0,
            "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=956-563-AG22",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-08-28",
            "monto": 82386.0,
            "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=956-1025-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-08-28",
            "monto": 82386.0,
            "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=956-1023-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-08-28",
            "monto": 82386.0,
            "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=956-1022-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-08-28",
            "monto": 82386.0,
            "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=956-1019-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-08-28",
            "monto": 82386.0,
            "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=956-1021-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-08-28",
            "monto": 82386.0,
            "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=956-1024-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-08-28",
            "monto": 82386.0,
            "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=956-1020-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-08-28",
            "monto": 274620.0,
            "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=956-1027-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-08-28",
            "monto": 82386.0,
            "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=956-1026-AG23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 2421900.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=956-735-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 2421900.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=956-736-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 2235600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=956-737-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c42a777d-21b3-4c93-8dc4-ff5b9044c01b",
            "kind": "empresa",
            "name": "PCTel",
            "role": "ancla"
          },
          {
            "id": "fe661278-9ca3-4c47-b674-52b6a001d045",
            "kind": "institucion_publica",
            "name": "Servicio de Salud Valparaíso San Antonio",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 45560946.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-05-16",
            "monto": 530150.0,
            "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=2026-585-D108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-05",
            "monto": 1798600.0,
            "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=2026-11985-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-14",
            "monto": 905.0,
            "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=2026-12136-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-01",
            "monto": 128000.0,
            "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=2026-12084-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-07",
            "monto": 2397747.0,
            "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=2026-1063-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-11-26",
            "monto": 1493800.0,
            "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=2026-2100-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-08-23",
            "monto": 1157200.0,
            "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=2026-1442-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-05",
            "monto": 550000.0,
            "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=2026-1205-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-09-07",
            "monto": 1200000.0,
            "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=2026-1361-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-09-21",
            "monto": 1118000.0,
            "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=2026-1572-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-09-04",
            "monto": 605.0,
            "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=2026-1428-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-09-21",
            "monto": 2712800.0,
            "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=2026-1575-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-09-21",
            "monto": 1800000.0,
            "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=2026-1574-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-09-28",
            "monto": 1880000.0,
            "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=2026-1640-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-06-25",
            "monto": 675000.0,
            "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=2026-1278-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-06-06",
            "monto": 2760000.0,
            "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=2026-1657-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-09-23",
            "monto": 820000.0,
            "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=2026-2610-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-06-18",
            "monto": 2404500.0,
            "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=2026-1432-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-08-29",
            "monto": 948000.0,
            "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=2026-1616-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-10-24",
            "monto": 1127916.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": null,
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2023-03-17",
            "monto": 3712000.0,
            "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=2026-345-SE23",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-11-04",
            "monto": 516939.0,
            "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=2026-1217-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-11-04",
            "monto": 7237146.0,
            "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=2026-1077-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-04",
            "monto": 1798600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2026-203-L108",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c42a777d-21b3-4c93-8dc4-ff5b9044c01b",
            "kind": "empresa",
            "name": "PCTel",
            "role": "ancla"
          },
          {
            "id": "44173ed5-bdf0-4a4f-818e-33c94e94422b",
            "kind": "institucion_publica",
            "name": "Servicio de Salud Viña del Mar - Quillota",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 38767908.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2009-07-03",
            "monto": 10002800.0,
            "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=3356-133-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-29",
            "monto": 7657650.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3356-10-LP08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c42a777d-21b3-4c93-8dc4-ff5b9044c01b",
            "kind": "empresa",
            "name": "PCTel",
            "role": "ancla"
          },
          {
            "id": "d3423062-eb03-499b-b418-9448f95dd9dd",
            "kind": "institucion_publica",
            "name": "DIVISION LOGISTICA DEL EJERCITO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 17660450.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-07-09",
            "monto": 673200.0,
            "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=2123-669-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-01",
            "monto": 2488000.0,
            "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=2123-928-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-06-28",
            "monto": 1810000.0,
            "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=2123-788-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-07-15",
            "monto": 1101600.0,
            "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=2123-1072-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-07-15",
            "monto": 1119000.0,
            "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=2123-1073-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-10-16",
            "monto": 120000.0,
            "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=2123-1437-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-10-29",
            "monto": 1100000.0,
            "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=2123-1524-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-10-16",
            "monto": 120000.0,
            "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=2123-1439-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-10-16",
            "monto": 120000.0,
            "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=2123-1433-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-11-26",
            "monto": 36000.0,
            "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=2123-1536-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-11-26",
            "monto": 120000.0,
            "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=2123-1686-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-11-26",
            "monto": 120000.0,
            "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=2123-1687-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-11-26",
            "monto": 120000.0,
            "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=2123-1685-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 673200.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2123-67-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-18",
            "monto": 1764000.0,
            "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=924-179-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-10-22",
            "monto": 2212000.0,
            "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=757-564-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2026-07-03",
            "monto": 3313400.0,
            "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=924-206-SE26",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c42a777d-21b3-4c93-8dc4-ff5b9044c01b",
            "kind": "empresa",
            "name": "PCTel",
            "role": "ancla"
          },
          {
            "id": "aca3c6d6-a6f9-4c21-a769-e4f2c111ed76",
            "kind": "institucion_publica",
            "name": "SUBSECRETARIA DE REDES ASISTENCIALES",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 17010400.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-06-02",
            "monto": 1863000.0,
            "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=4776-1257-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-23",
            "monto": 879750.0,
            "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=4776-1428-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-29",
            "monto": 848562.0,
            "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=4776-13373-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-15",
            "monto": 624175.0,
            "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=4776-13182-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-04-20",
            "monto": 1100000.0,
            "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=721-389-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-10-16",
            "monto": 690800.0,
            "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=4776-5473-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-10-16",
            "monto": 576400.0,
            "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=4776-5472-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-05-14",
            "monto": 422400.0,
            "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=4776-2315-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-05-14",
            "monto": 369600.0,
            "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=4776-2309-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-06-10",
            "monto": 528000.0,
            "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=4776-2851-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-06-10",
            "monto": 316800.0,
            "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=4776-2865-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-08-31",
            "monto": 244284.0,
            "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=4776-4487-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-08-31",
            "monto": 40714.0,
            "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=4776-4496-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-11-03",
            "monto": 773940.0,
            "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=721-794-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1863000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4776-247-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 879750.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4776-308-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c42a777d-21b3-4c93-8dc4-ff5b9044c01b",
            "kind": "empresa",
            "name": "PCTel",
            "role": "ancla"
          },
          {
            "id": "292d59f5-e98e-43cb-8fda-f93a800e8b3f",
            "kind": "institucion_publica",
            "name": "CAJA DE PREVISION DE LA DEFENSA NACIONAL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 12021175.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-06-14",
            "monto": 283800.0,
            "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=950-253-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-07",
            "monto": 1075800.0,
            "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=950-778-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-07-17",
            "monto": 8200000.0,
            "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=950-192-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 283800.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=950-17-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c42a777d-21b3-4c93-8dc4-ff5b9044c01b",
            "kind": "empresa",
            "name": "PCTel",
            "role": "ancla"
          },
          {
            "id": "2407f9d0-7f3e-4a02-84ae-0c8149872be7",
            "kind": "institucion_publica",
            "name": "SUBSECRETARIA DEL MINISTERIO DE EDUCACION PUBLICA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 9843400.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-09-29",
            "monto": 4173125.0,
            "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=2757-11249-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-08-01",
            "monto": 1427130.0,
            "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=2755-780-CM17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-29",
            "monto": 4173125.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2757-110-LE08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c42a777d-21b3-4c93-8dc4-ff5b9044c01b",
            "kind": "empresa",
            "name": "PCTel",
            "role": "ancla"
          },
          {
            "id": "72b04d33-b13e-41e0-949c-5b9190d73ebc",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE SAN ANTONIO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 9773380.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-05-25",
            "monto": 702900.0,
            "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=913-48-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-28",
            "monto": 334399.0,
            "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=1028-605-SE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-05",
            "monto": 334400.0,
            "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=1028-854-SE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-19",
            "monto": 605.0,
            "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=1504-122-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-04-13",
            "monto": 750197.0,
            "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=1267-24-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-01-07",
            "monto": 1906940.0,
            "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=979-1074-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-12",
            "monto": 483750.0,
            "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=978-322-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-12",
            "monto": 905.0,
            "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=1267-48-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-07-09",
            "monto": 405.0,
            "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=1267-39-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-05",
            "monto": 468600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=913-13-L107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-03-17",
            "monto": 2408000.0,
            "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=978-80-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 334400.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1028-79-L107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-06-27",
            "monto": 752500.0,
            "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=1016-73-AG24",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c42a777d-21b3-4c93-8dc4-ff5b9044c01b",
            "kind": "empresa",
            "name": "PCTel",
            "role": "ancla"
          },
          {
            "id": "e4dd306f-5286-4fd4-a452-d75da6e55e27",
            "kind": "institucion_publica",
            "name": "MINISTERIO DE OBRAS PUBLICAS DIREC CION GRAL DE OO PP DCYF",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 8478001.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2009-07-08",
            "monto": 3387400.0,
            "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=618-914-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-06",
            "monto": 1500000.0,
            "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=618-1142-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 3400000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=618-32-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c42a777d-21b3-4c93-8dc4-ff5b9044c01b",
            "kind": "empresa",
            "name": "PCTel",
            "role": "ancla"
          },
          {
            "id": "8ef97a97-bf83-42ff-9044-a18293b6a9d0",
            "kind": "institucion_publica",
            "name": "CORPORACION DE FOMENTO DE LA PRODUCCION",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 8287400.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2025-08-14",
            "monto": 1328000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=900-22-LE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-11-27",
            "monto": 960960.0,
            "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=900-1441-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-11-18",
            "monto": 1143542.0,
            "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=900-1381-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2024-08-08",
            "monto": 1344000.0,
            "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=900-929-SE24",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-08-22",
            "monto": 1328000.0,
            "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=900-829-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2025-11-19",
            "monto": 1328000.0,
            "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=900-1147-SE25",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c42a777d-21b3-4c93-8dc4-ff5b9044c01b",
            "kind": "empresa",
            "name": "PCTel",
            "role": "ancla"
          },
          {
            "id": "54fca7fc-252c-450e-b395-b81742d46898",
            "kind": "institucion_publica",
            "name": "Servicio de Salud Valparaíso San Antonio",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 7432502.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 124,
        "monto": 500791248.0,
        "share": 0.734553745696405
      },
      "periodo": {
        "desde": "2007-03-22",
        "hasta": "2026-07-03"
      },
      "monto_total": 681762568.0,
      "n_contratos": 449,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 23571711.0
        },
        {
          "anio": 2008,
          "monto": 64345643.0
        },
        {
          "anio": 2009,
          "monto": 52569762.0
        },
        {
          "anio": 2010,
          "monto": 57733652.0
        },
        {
          "anio": 2011,
          "monto": 50540012.0
        },
        {
          "anio": 2012,
          "monto": 38177517.0
        },
        {
          "anio": 2013,
          "monto": 28884708.0
        },
        {
          "anio": 2014,
          "monto": 25368438.0
        },
        {
          "anio": 2015,
          "monto": 21417090.0
        },
        {
          "anio": 2016,
          "monto": 19612644.0
        },
        {
          "anio": 2017,
          "monto": 27340278.0
        },
        {
          "anio": 2018,
          "monto": 21781556.0
        },
        {
          "anio": 2019,
          "monto": 5779906.0
        },
        {
          "anio": 2020,
          "monto": 14575688.0
        },
        {
          "anio": 2021,
          "monto": 11032911.0
        },
        {
          "anio": 2022,
          "monto": 6199806.0
        },
        {
          "anio": 2023,
          "monto": 33101474.0
        },
        {
          "anio": 2024,
          "monto": 52176999.0
        },
        {
          "anio": 2025,
          "monto": 41406698.0
        },
        {
          "anio": 2026,
          "monto": 26678900.0
        }
      ],
      "td_conocidos": 407,
      "n_contrapartes": 127,
      "n_trato_directo": 44,
      "top_contrapartes": [
        {
          "id": "d6ae045e-7dcc-463c-ad4c-a630b61f1a07",
          "name": "HOSPITAL DR GUSTAVO FRICKE DE VINA DEL MAR",
          "monto": 76687303.0,
          "share": 0.11248388603229974
        },
        {
          "id": "ad1e8aba-b12c-4dec-8e24-619c124b4f56",
          "name": "Servicio Nacional de Capacitación y Empleo",
          "monto": 58723071.0,
          "share": 0.08613419650226382
        },
        {
          "id": "fe661278-9ca3-4c47-b674-52b6a001d045",
          "name": "Servicio de Salud Valparaíso San Antonio",
          "monto": 45560946.0,
          "share": 0.06682817176903147
        }
      ],
      "pct_trato_directo": 0.10810810810810811
    },
    "senales": [
      "44 de sus 407 contratos con dato fueron por trato directo (11%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}