{
  "id": "3ff5f6e0-f937-44f1-9a6f-7c4d0ea43cf3",
  "kind": "empresa",
  "canonical_name": "Sapiain Proyectos Tecnológicos Limitada",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "77737120-7"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 188,
      "monto_sum": 44535749.0,
      "groups": [
        {
          "other": {
            "id": "c6f4adfb-d7b6-46c9-b1e7-654a008776a8",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE SANTIAGO DE CHILE"
          },
          "direction": "in",
          "count": 12,
          "monto_sum": 6441044.0,
          "date_min": "2007-04-09",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 226000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5067-1441-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 210000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5067-99-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 879000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5067-71-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-07-01",
              "monto": 303450.0,
              "date_to": "2010-07-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-1537-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-11-06",
              "monto": 399840.0,
              "date_to": "2008-11-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-13090-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-11-25",
              "monto": 1123360.0,
              "date_to": "2008-11-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-13255-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-03-24",
              "monto": 1046010.0,
              "date_to": "2008-03-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-484-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-27",
              "monto": 268940.0,
              "date_to": "2007-12-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-3367-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-10",
              "monto": 276080.0,
              "date_to": "2008-12-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-13469-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-09",
              "monto": 249900.0,
              "date_to": "2007-04-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-524-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5fdc4f40-20ee-45a5-822f-b6609e7cc198",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE CHILE - Gerencia Comercial y Marketing Hospital"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 3904265.0,
          "date_min": "2008-01-08",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 282500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5178-882-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-12-01",
              "monto": 533120.0,
              "date_to": "2009-12-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5641-130-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-01-08",
              "monto": 336175.0,
              "date_to": "2008-01-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5178-21-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-12-03",
              "monto": 579530.0,
              "date_to": "2009-12-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5178-5342-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-01-29",
              "monto": 2172940.0,
              "date_to": "2009-01-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5434-66-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5057cbee-9883-43c9-9c9a-38bde7ea863b",
            "kind": "institucion_publica",
            "canonical_name": "POLICIA DE INVESTIGACIONES DE CHILE"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1704020.0,
          "date_min": "2008-07-02",
          "date_max": "2008-11-19",
          "sample": [
            {
              "date": "2008-07-02",
              "monto": 564000.0,
              "date_to": "2008-07-02",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3289-73-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-03",
              "monto": 671160.0,
              "date_to": "2008-07-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3289-247-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-11-19",
              "monto": 468860.0,
              "date_to": "2008-11-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3844-11244-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "63059842-cb62-4065-a485-03292c7beeb9",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1699440.0,
          "date_min": "2008-03-03",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 776000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3413-48-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-03-03",
              "monto": 923440.0,
              "date_to": "2008-03-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3413-199-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9b2f35f0-485c-47f2-b0d8-945a3d375ca7",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE LO PRADO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1618848.0,
          "date_min": "2008-02-05",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 739200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2412-50-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-02-05",
              "monto": 879648.0,
              "date_to": "2008-02-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2412-58-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6d2d7101-7fe0-4745-b950-58593779462b",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE VIVIENDA Y URBANIZACION IV REGION"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1407294.0,
          "date_min": "2008-03-13",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 642600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=646-23-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-03-13",
              "monto": 764694.0,
              "date_to": "2008-03-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=646-48-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "691dda31-5638-4898-85ea-70673c6e27aa",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1212931.0,
          "date_min": "2007-04-09",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 553850.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3064-6-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-09",
              "monto": 659081.0,
              "date_to": "2007-04-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3064-19-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "26ca5ff4-736c-4489-8d70-aaf0d5958a4c",
            "kind": "empresa",
            "canonical_name": "CASA DE MONEDA DE CHILE S.A."
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1158772.0,
          "date_min": "2008-04-10",
          "date_max": "2008-04-11",
          "sample": [
            {
              "date": "2008-04-11",
              "monto": 529120.0,
              "date_to": "2008-04-11",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=880-199-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-10",
              "monto": 629652.0,
              "date_to": "2008-04-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=880-489-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "656db778-c696-4a72-8513-e6db74602035",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE QUINTA NORMAL"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 1075878.0,
          "date_min": "2007-01-17",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 162000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2453-801-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 97300.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2453-452-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-17",
              "monto": 115787.0,
              "date_to": "2008-06-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2453-583-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-05",
              "monto": 192780.0,
              "date_to": "2007-11-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2453-872-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-20",
              "monto": 120428.0,
              "date_to": "2008-08-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2453-11520-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-01-17",
              "monto": 387583.0,
              "date_to": "2007-01-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2453-35-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a744f3bb-5953-45f6-ae72-24fc01ef64ca",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LA GRANJA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1024920.0,
          "date_min": "2007-04-26",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 468000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5214-65-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-26",
              "monto": 556920.0,
              "date_to": "2007-04-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5214-68-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cda51f4c-2d88-4d6e-b2ac-b4bc5e6d8ad8",
            "kind": "institucion_publica",
            "canonical_name": "Universidad de Talca"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 1018868.0,
          "date_min": "2007-10-23",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 367000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1469-1259-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 105.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1469-611-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-23",
              "monto": 436730.0,
              "date_to": "2007-10-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1469-1435-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-27",
              "monto": 96033.0,
              "date_to": "2008-05-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1469-682-R108",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-14",
              "monto": 119000.0,
              "date_to": "2008-07-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1469-1001-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ed50d04d-1aba-424e-adec-933389843d20",
            "kind": "institucion_publica",
            "canonical_name": "Dirección General de Aeronáutica Civil"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 959657.0,
          "date_min": "2007-03-21",
          "date_max": "NA",
          "sample": [
            {
              "date": "2008-05-13",
              "monto": 237040.0,
              "date_to": "2008-05-13",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2271-29-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 150000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1145-72-L108",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 51160.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2018-43-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-23",
              "monto": 282077.0,
              "date_to": "2008-05-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2271-74-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-01",
              "monto": 178500.0,
              "date_to": "2008-04-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1145-167-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-21",
              "monto": 60880.0,
              "date_to": "2007-03-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2018-120-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7411d2a0-58ed-44ab-95cd-27db56b44cb3",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 954420.0,
          "date_min": "2008-07-03",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 338000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3359-40-L108",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-03-26",
              "monto": 107100.0,
              "date_to": "2010-03-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3359-89-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-03",
              "monto": 402220.0,
              "date_to": "2008-07-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3359-100-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-02-17",
              "monto": 107100.0,
              "date_to": "2011-02-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3359-62-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "88b52e3a-1bf4-440e-bbcc-45d7cbb0a751",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 941700.0,
          "date_min": "2008-04-28",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 378000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3261-424-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 52000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3261-736-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-28",
              "monto": 449820.0,
              "date_to": "2008-04-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-886-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-01",
              "monto": 61880.0,
              "date_to": "2008-07-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-1516-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "0fec7f9e-9655-4db8-b1be-81940eaa0aca",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE EDUCACION PUBLICA"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 912492.0,
          "date_min": "2009-02-12",
          "date_max": "2010-04-06",
          "sample": [
            {
              "date": "2009-06-12",
              "monto": 91154.0,
              "date_to": "2009-06-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1210-406-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-02-12",
              "monto": 99960.0,
              "date_to": "2009-02-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1210-82-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-02-25",
              "monto": 89964.0,
              "date_to": "2010-02-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1210-43-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-10-23",
              "monto": 97580.0,
              "date_to": "2009-10-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1210-754-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-01-12",
              "monto": 89250.0,
              "date_to": "2010-01-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1210-14-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-10-20",
              "monto": 97580.0,
              "date_to": "2009-10-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1210-742-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-02-19",
              "monto": 89964.0,
              "date_to": "2010-02-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1210-40-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-12-10",
              "monto": 89250.0,
              "date_to": "2009-12-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1210-926-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-05-13",
              "monto": 98770.0,
              "date_to": "2009-05-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1210-317-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-04-06",
              "monto": 69020.0,
              "date_to": "2010-04-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1210-109-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8cf3801f-98f3-4e4d-a2c9-7bc2fcaef771",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE PUENTE ALTO"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 841886.0,
          "date_min": "2008-01-28",
          "date_max": "NA",
          "sample": [
            {
              "date": "2008-01-28",
              "monto": 126000.0,
              "date_to": "2008-01-28",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2422-104-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 145400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2422-926-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-01-28",
              "monto": 149940.0,
              "date_to": "2008-01-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2422-165-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-02",
              "monto": 173026.0,
              "date_to": "2008-07-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2422-1193-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-11-06",
              "monto": 247520.0,
              "date_to": "2009-11-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2422-2369-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "84e263ee-e7a6-462a-bb31-04952e2903f0",
            "kind": "institucion_publica",
            "canonical_name": "GOBIERNO REGIONAL VII REGION"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 804168.0,
          "date_min": "2008-01-29",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 367200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1596-3-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-01-29",
              "monto": 436968.0,
              "date_to": "2008-01-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1596-20-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7ccf9085-f5b8-4c0d-bfd0-649982b5c256",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 802416.0,
          "date_min": "2007-06-08",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 366400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3109-74-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-08",
              "monto": 436016.0,
              "date_to": "2007-06-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3109-170-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4dc81e0e-c2e2-48d1-8d9c-216e7bea512c",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 762120.0,
          "date_min": "2008-02-19",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 348000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3047-85-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-02-19",
              "monto": 414120.0,
              "date_to": "2008-02-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3047-214-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8a55ceaa-a007-4b80-8720-1ec5059d4afa",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE EDUCACION PUBLICA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 722700.0,
          "date_min": "2007-10-12",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 330000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2079-170-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-12",
              "monto": 392700.0,
              "date_to": "2007-10-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2079-1474-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2daf9dfb-742c-4103-bbb8-b4b28b186777",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 717487.0,
          "date_min": "2008-04-11",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 259120.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2974-145-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 68500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2974-55-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-14",
              "monto": 308352.0,
              "date_to": "2008-05-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2974-347-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-11",
              "monto": 81515.0,
              "date_to": "2008-04-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2974-130-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "3b4e1b66-576b-40e3-adae-657b9b48685c",
            "kind": "institucion_publica",
            "canonical_name": "EMPRESA DE TRANSPORTE DE PASAJEROS METRO S.A."
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 702000.0,
          "date_min": "2008-08-05",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 165200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=693-287-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 219300.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=693-332-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 288500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=693-156-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-05",
              "monto": 29000.0,
              "date_to": "2008-08-05",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=729-11198-L108",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e4dd306f-5286-4fd4-a452-d75da6e55e27",
            "kind": "institucion_publica",
            "canonical_name": "MINISTERIO DE OBRAS PUBLICAS DIREC CION GRAL DE OO PP DCYF"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 638604.0,
          "date_min": "2007-03-12",
          "date_max": "NA",
          "sample": [
            {
              "date": "2007-03-12",
              "monto": 179000.0,
              "date_to": "2007-03-12",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=993-30-L107",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 112600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1024-6-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-12",
              "monto": 213010.0,
              "date_to": "2007-03-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=993-96-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-01-24",
              "monto": 133994.0,
              "date_to": "2008-01-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1024-21-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "49e19694-4887-4b50-bd66-48f9bab8cd6a",
            "kind": "institucion_publica",
            "canonical_name": "Universidad de la Frontera"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 634415.0,
          "date_min": "2008-04-23",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 124500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5586-507-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-23",
              "monto": 148155.0,
              "date_to": "2008-04-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-1054-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-04-12",
              "monto": 361760.0,
              "date_to": "2010-04-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-1178-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6da6fd2a-ad9a-4f4a-8219-ab6771c1d042",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 582102.0,
          "date_min": "2007-10-30",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 265800.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3524-56-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-30",
              "monto": 316302.0,
              "date_to": "2007-10-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3524-405-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "127f3d22-02d0-46ab-9d73-697bf2b715d6",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 578160.0,
          "date_min": "2007-06-25",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 264000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1391-400-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-25",
              "monto": 314160.0,
              "date_to": "2007-06-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1391-2020-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e74d0372-4b0f-483b-8e50-fddc9874569f",
            "kind": "institucion_publica",
            "canonical_name": "Instituto de Neurocirugía"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 566662.0,
          "date_min": "2008-02-27",
          "date_max": "2008-07-22",
          "sample": [
            {
              "date": "2008-02-27",
              "monto": 83350.0,
              "date_to": "2008-02-27",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4706-15-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-22",
              "monto": 175400.0,
              "date_to": "2008-07-22",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4706-149-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-02-28",
              "monto": 99186.0,
              "date_to": "2008-02-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4706-293-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-22",
              "monto": 208726.0,
              "date_to": "2008-07-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4706-11643-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "25908844-db52-4c41-b901-ff77e4bf270e",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 558099.0,
          "date_min": "2008-07-09",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 254840.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3545-130-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-09",
              "monto": 303259.0,
              "date_to": "2008-07-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3545-432-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ed4fa1f6-7bfd-4f5c-97c6-a23d9f85cbb9",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD HOSPITAL DE SAN FERNANDO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 551004.0,
          "date_min": "2007-11-23",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 83600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5358-5-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 168000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5027-1017-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-23",
              "monto": 199920.0,
              "date_to": "2007-11-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5027-1471-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-03-20",
              "monto": 99484.0,
              "date_to": "2008-03-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5358-24-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "05b3a21a-7b53-4d40-82d3-621c869e2c18",
            "kind": "institucion_publica",
            "canonical_name": "Instituto de Desarrollo Agropecuario - INDAP"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 548352.0,
          "date_min": "2008-03-25",
          "date_max": "2009-11-24",
          "sample": [
            {
              "date": "2009-11-03",
              "monto": 299880.0,
              "date_to": "2009-11-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=609-933-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-11-24",
              "monto": 199920.0,
              "date_to": "2009-11-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=609-1017-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-03-25",
              "monto": 48552.0,
              "date_to": "2008-03-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=609-295-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "92ccad83-2df2-4684-8f24-e8a83970171b",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 544924.0,
          "date_min": "2007-05-04",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 87200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1969-328-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 154750.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1969-615-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-08",
              "monto": 103768.0,
              "date_to": "2008-04-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1969-2064-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-04",
              "monto": 199206.0,
              "date_to": "2007-05-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1969-1810-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "795f9733-2da0-4fbb-a10d-c63a51af224a",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE TALAGANTE"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 451266.0,
          "date_min": "2007-02-08",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 166260.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2701-38-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 27300.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2703-16-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-02-08",
              "monto": 32487.0,
              "date_to": "2007-02-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2703-59-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-01-23",
              "monto": 197849.0,
              "date_to": "2008-01-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2701-57-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-02-09",
              "monto": 27370.0,
              "date_to": "2010-02-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2701-124-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d0b6e902-a750-43b5-9297-4ef3cf41ee31",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 424860.0,
          "date_min": "2007-08-17",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 194000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3192-36-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-17",
              "monto": 230860.0,
              "date_to": "2007-08-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3192-101-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "982dc4dc-98b5-4d2d-819d-da0b7a4aad10",
            "kind": "institucion_publica",
            "canonical_name": "universidad de atacama"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 415224.0,
          "date_min": "2007-12-19",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 189600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2859-213-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-19",
              "monto": 225624.0,
              "date_to": "2007-12-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2859-559-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "bc164825-7925-4e4f-a9af-0eddfa302a54",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE PREVENCIÓN Y RESPUESTA ANTE DESASTRES"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 402259.0,
          "date_min": "2007-04-30",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 183680.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=758-34-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-30",
              "monto": 218579.0,
              "date_to": "2007-04-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=758-174-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c3062d19-3777-497a-9e64-41bb96f32c0f",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 363102.0,
          "date_min": "2007-10-12",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 65000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3170-358-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 100800.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3170-47-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-08",
              "monto": 119952.0,
              "date_to": "2008-04-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3170-145-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-12",
              "monto": 77350.0,
              "date_to": "2007-10-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3170-571-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "33dafd10-2d49-4fe5-b598-31b0a4ac5594",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 353691.0,
          "date_min": "2008-09-24",
          "date_max": "2008-09-24",
          "sample": [
            {
              "date": "2008-09-24",
              "monto": 353691.0,
              "date_to": "2008-09-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3420-11059-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "80420e41-d546-44dd-8a23-4e3695a6e592",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 351645.0,
          "date_min": "2007-10-05",
          "date_max": "2007-10-05",
          "sample": [
            {
              "date": "2007-10-05",
              "monto": 351645.0,
              "date_to": "2007-10-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3438-348-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "92729df9-8f57-489e-84da-c91a80948a27",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 346896.0,
          "date_min": "2007-06-25",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 121200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2950-331-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 37200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2950-511-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-28",
              "monto": 44268.0,
              "date_to": "2007-11-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-1136-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-25",
              "monto": 144228.0,
              "date_to": "2007-06-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2950-684-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f04a8a67-50a4-48a9-83bc-de4236510b22",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DEL BIO BIO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 341640.0,
          "date_min": "2008-01-15",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 156000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2705-27-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-01-15",
              "monto": 185640.0,
              "date_to": "2008-01-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2705-65-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "0c170cf5-d60e-44e5-aa06-c289ba524071",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE VITACURA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 315798.0,
          "date_min": "2008-02-05",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 144200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2659-39-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-02-05",
              "monto": 171598.0,
              "date_to": "2008-02-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2659-77-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "35e52f44-393c-422a-8f87-3472bc7a8f88",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 309052.0,
          "date_min": "2007-10-09",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 141120.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3399-137-L107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-09",
              "monto": 167932.0,
              "date_to": "2007-10-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3399-253-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5729d44c-fb7f-44e7-9d3d-b2a5919f8bc5",
            "kind": "institucion_publica",
            "canonical_name": "Instituto Nacional del Cancer"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 298935.0,
          "date_min": "2007-05-02",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 136500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=359-250-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-02",
              "monto": 162435.0,
              "date_to": "2007-05-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=359-865-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e81afdee-7e55-4449-a40d-6dad093633e3",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 281415.0,
          "date_min": "2007-05-31",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 46500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3246-512-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 82000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3246-319-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-08",
              "monto": 97580.0,
              "date_to": "2008-05-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3246-393-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-31",
              "monto": 55335.0,
              "date_to": "2007-05-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3246-515-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "0026457a-6065-4d1f-ad78-3065928e3b16",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LA SERENA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 258420.0,
          "date_min": "2007-09-28",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 118000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2450-1288-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-28",
              "monto": 140420.0,
              "date_to": "2007-09-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2450-1297-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7ab772cb-c0d5-4a61-b99f-2fff6dafc2c8",
            "kind": "institucion_publica",
            "canonical_name": "Corporación Nacional Forestal - CONAF"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 248346.0,
          "date_min": "2007-03-30",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 113400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1091-37-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-30",
              "monto": 134946.0,
              "date_to": "2007-03-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1091-184-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8f201bd2-b85b-48f5-af36-0edff26c8564",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 205422.0,
          "date_min": "2007-10-31",
          "date_max": "2007-10-31",
          "sample": [
            {
              "date": "2007-10-31",
              "monto": 93800.0,
              "date_to": "2007-10-31",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3129-90-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-31",
              "monto": 111622.0,
              "date_to": "2007-10-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3129-256-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2ef0cac0-e56b-4181-b55b-d4a4c4e1ceed",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE BUIN"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 194910.0,
          "date_min": "2007-09-04",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 89000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2721-275-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-04",
              "monto": 105910.0,
              "date_to": "2007-09-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2721-342-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "50972d8c-1e64-4de1-8c41-995fdd776ae3",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 193792.0,
          "date_min": "2007-05-14",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 121500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1411-566-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-14",
              "monto": 72292.0,
              "date_to": "2007-05-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1411-3062-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2710ee1d-9501-4726-b546-c46adb6b7a8a",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LA COMUNA DE EL BOSQUE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 186588.0,
          "date_min": "2008-01-29",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 85200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1736-62-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-01-29",
              "monto": 101388.0,
              "date_to": "2008-01-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1736-391-OC08",
              "source_name": "chilecompra"
            }
          ]
        }
      ],
      "rest": {
        "counterparties": 15,
        "count": 27,
        "monto_sum": 2002840.0
      }
    }
  },
  "card_updated_at": "2026-07-21T06:13:18.963781+00:00",
  "insights": {
    "stats": {
      "grado": 188,
      "monto_sum": 44535749.0,
      "grado_pctl": 0.35777998017839446,
      "monto_pctl": 0.10009910802775025,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-09",
            "monto": 249900.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-524-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-27",
            "monto": 268940.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-3367-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-24",
            "monto": 1046010.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-484-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-11",
            "monto": 112574.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-12588-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-25",
            "monto": 1123360.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-13255-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-06",
            "monto": 399840.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-13090-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-03",
            "monto": 1345890.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-13064-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-10",
            "monto": 276080.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-13469-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-07-01",
            "monto": 303450.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-1537-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 210000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5067-99-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 226000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5067-1441-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 879000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5067-71-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "3ff5f6e0-f937-44f1-9a6f-7c4d0ea43cf3",
            "kind": "empresa",
            "name": "Sapiain Proyectos Tecnológicos Limitada",
            "role": "ancla"
          },
          {
            "id": "c6f4adfb-d7b6-46c9-b1e7-654a008776a8",
            "kind": "institucion_publica",
            "name": "UNIVERSIDAD DE SANTIAGO DE CHILE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 6441044.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-01-08",
            "monto": 336175.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5178-21-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-29",
            "monto": 2172940.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5434-66-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-01",
            "monto": 533120.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5641-130-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-03",
            "monto": 579530.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5178-5342-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 282500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5178-882-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "3ff5f6e0-f937-44f1-9a6f-7c4d0ea43cf3",
            "kind": "empresa",
            "name": "Sapiain Proyectos Tecnológicos Limitada",
            "role": "ancla"
          },
          {
            "id": "5fdc4f40-20ee-45a5-822f-b6609e7cc198",
            "kind": "institucion_publica",
            "name": "UNIVERSIDAD DE CHILE - Gerencia Comercial y Marketing Hospital",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 3904265.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-07-03",
            "monto": 671160.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3289-247-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-19",
            "monto": 468860.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3844-11244-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-02",
            "monto": 564000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3289-73-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "3ff5f6e0-f937-44f1-9a6f-7c4d0ea43cf3",
            "kind": "empresa",
            "name": "Sapiain Proyectos Tecnológicos Limitada",
            "role": "ancla"
          },
          {
            "id": "5057cbee-9883-43c9-9c9a-38bde7ea863b",
            "kind": "institucion_publica",
            "name": "POLICIA DE INVESTIGACIONES DE CHILE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1704020.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-03-03",
            "monto": 923440.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3413-199-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 776000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3413-48-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "3ff5f6e0-f937-44f1-9a6f-7c4d0ea43cf3",
            "kind": "empresa",
            "name": "Sapiain Proyectos Tecnológicos Limitada",
            "role": "ancla"
          },
          {
            "id": "63059842-cb62-4065-a485-03292c7beeb9",
            "kind": "institucion_publica",
            "name": "DIVISION LOGISTICA DEL EJERCITO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1699440.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-02-05",
            "monto": 879648.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2412-58-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 739200.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2412-50-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "3ff5f6e0-f937-44f1-9a6f-7c4d0ea43cf3",
            "kind": "empresa",
            "name": "Sapiain Proyectos Tecnológicos Limitada",
            "role": "ancla"
          },
          {
            "id": "9b2f35f0-485c-47f2-b0d8-945a3d375ca7",
            "kind": "institucion_publica",
            "name": "I. MUNICIPALIDAD DE LO PRADO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1618848.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-03-13",
            "monto": 764694.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=646-48-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 642600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=646-23-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "3ff5f6e0-f937-44f1-9a6f-7c4d0ea43cf3",
            "kind": "empresa",
            "name": "Sapiain Proyectos Tecnológicos Limitada",
            "role": "ancla"
          },
          {
            "id": "6d2d7101-7fe0-4745-b950-58593779462b",
            "kind": "institucion_publica",
            "name": "SERVICIO DE VIVIENDA Y URBANIZACION IV REGION",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1407294.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-09",
            "monto": 659081.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3064-19-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 553850.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3064-6-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "3ff5f6e0-f937-44f1-9a6f-7c4d0ea43cf3",
            "kind": "empresa",
            "name": "Sapiain Proyectos Tecnológicos Limitada",
            "role": "ancla"
          },
          {
            "id": "691dda31-5638-4898-85ea-70673c6e27aa",
            "kind": "institucion_publica",
            "name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1212931.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-04-10",
            "monto": 629652.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=880-489-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-11",
            "monto": 529120.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=880-199-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "3ff5f6e0-f937-44f1-9a6f-7c4d0ea43cf3",
            "kind": "empresa",
            "name": "Sapiain Proyectos Tecnológicos Limitada",
            "role": "ancla"
          },
          {
            "id": "26ca5ff4-736c-4489-8d70-aaf0d5958a4c",
            "kind": "empresa",
            "name": "CASA DE MONEDA DE CHILE S.A.",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1158772.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-01-17",
            "monto": 387583.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2453-35-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-05",
            "monto": 192780.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2453-872-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-17",
            "monto": 115787.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2453-583-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-20",
            "monto": 120428.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2453-11520-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 162000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2453-801-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 97300.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2453-452-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "3ff5f6e0-f937-44f1-9a6f-7c4d0ea43cf3",
            "kind": "empresa",
            "name": "Sapiain Proyectos Tecnológicos Limitada",
            "role": "ancla"
          },
          {
            "id": "656db778-c696-4a72-8513-e6db74602035",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE QUINTA NORMAL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1075878.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-26",
            "monto": 556920.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5214-68-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 468000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5214-65-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "3ff5f6e0-f937-44f1-9a6f-7c4d0ea43cf3",
            "kind": "empresa",
            "name": "Sapiain Proyectos Tecnológicos Limitada",
            "role": "ancla"
          },
          {
            "id": "a744f3bb-5953-45f6-ae72-24fc01ef64ca",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE LA GRANJA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1024920.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-10-23",
            "monto": 436730.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1469-1435-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-27",
            "monto": 96033.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1469-682-R108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-14",
            "monto": 119000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1469-1001-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 367000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1469-1259-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 105.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1469-611-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "3ff5f6e0-f937-44f1-9a6f-7c4d0ea43cf3",
            "kind": "empresa",
            "name": "Sapiain Proyectos Tecnológicos Limitada",
            "role": "ancla"
          },
          {
            "id": "cda51f4c-2d88-4d6e-b2ac-b4bc5e6d8ad8",
            "kind": "institucion_publica",
            "name": "Universidad de Talca",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1018868.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-03-21",
            "monto": 60880.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2018-120-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-01",
            "monto": 178500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1145-167-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-23",
            "monto": 282077.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2271-74-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 51160.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2018-43-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 150000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1145-72-L108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-13",
            "monto": 237040.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2271-29-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "3ff5f6e0-f937-44f1-9a6f-7c4d0ea43cf3",
            "kind": "empresa",
            "name": "Sapiain Proyectos Tecnológicos Limitada",
            "role": "ancla"
          },
          {
            "id": "ed50d04d-1aba-424e-adec-933389843d20",
            "kind": "institucion_publica",
            "name": "Dirección General de Aeronáutica Civil",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 959657.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 62,
        "monto": 32486420.0,
        "share": 0.7294459109691857
      },
      "periodo": {
        "desde": "2007-01-17",
        "hasta": "2011-02-17"
      },
      "monto_total": 44535749.0,
      "n_contratos": 188,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 8156595.0
        },
        {
          "anio": 2008,
          "monto": 16615633.0
        },
        {
          "anio": 2009,
          "monto": 4941118.0
        },
        {
          "anio": 2010,
          "monto": 1323518.0
        },
        {
          "anio": 2011,
          "monto": 107100.0
        }
      ],
      "td_conocidos": 110,
      "n_contrapartes": 65,
      "n_trato_directo": 12,
      "top_contrapartes": [
        {
          "id": "c6f4adfb-d7b6-46c9-b1e7-654a008776a8",
          "name": "UNIVERSIDAD DE SANTIAGO DE CHILE",
          "monto": 6441044.0,
          "share": 0.14462637644199045
        },
        {
          "id": "5fdc4f40-20ee-45a5-822f-b6609e7cc198",
          "name": "UNIVERSIDAD DE CHILE - Gerencia Comercial y Marketing Hospital",
          "monto": 3904265.0,
          "share": 0.08766586590920476
        },
        {
          "id": "5057cbee-9883-43c9-9c9a-38bde7ea863b",
          "name": "POLICIA DE INVESTIGACIONES DE CHILE",
          "monto": 1704020.0,
          "share": 0.038261846679619106
        }
      ],
      "pct_trato_directo": 0.10909090909090909
    },
    "senales": [
      "12 de sus 110 contratos con dato fueron por trato directo (11%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}