{
  "id": "7495e289-566f-4f06-a616-d106b5b96b8a",
  "kind": "empresa",
  "canonical_name": "COPYPRINT",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "77722480-8"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 549,
      "monto_sum": 90268785.0,
      "groups": [
        {
          "other": {
            "id": "df0b978e-324d-4ad4-a2c9-4e9289790645",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SANTIAGO"
          },
          "direction": "in",
          "count": 295,
          "monto_sum": 28791994.0,
          "date_min": "2007-03-01",
          "date_max": "2014-09-15",
          "sample": [
            {
              "date": "2010-07-28",
              "monto": 87584.0,
              "date_to": "2010-07-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2523-223-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-03",
              "monto": 98413.0,
              "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=2523-189-R108",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-10-18",
              "monto": 62403.0,
              "date_to": "2010-10-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2523-320-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-05-22",
              "monto": 101649.0,
              "date_to": "2009-05-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2523-151-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-02-26",
              "monto": 97455.0,
              "date_to": "2010-02-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2522-8-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-10-21",
              "monto": 87584.0,
              "date_to": "2009-10-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2523-280-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-13",
              "monto": 82110.0,
              "date_to": "2007-04-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2523-132-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-05-25",
              "monto": 97627.0,
              "date_to": "2010-05-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2523-151-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-10-04",
              "monto": 37958.0,
              "date_to": "2012-10-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2522-108-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-07-29",
              "monto": 62403.0,
              "date_to": "2010-07-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2523-225-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d6427814-9839-440f-8c04-9980cde47a1d",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE PAINE"
          },
          "direction": "in",
          "count": 98,
          "monto_sum": 18445274.0,
          "date_min": "2007-01-03",
          "date_max": "2010-04-07",
          "sample": [
            {
              "date": "2008-03-03",
              "monto": 58310.0,
              "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=2789-80-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-02",
              "monto": 160620.0,
              "date_to": "2008-05-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2790-287-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-11-06",
              "monto": 200970.0,
              "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=2790-11561-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-02-02",
              "monto": 136654.0,
              "date_to": "2008-02-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2790-109-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-21",
              "monto": 162335.0,
              "date_to": "2007-08-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2790-396-SE07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-08",
              "monto": 98963.0,
              "date_to": "2007-03-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2788-289-SE07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-09-02",
              "monto": 96199.0,
              "date_to": "2009-09-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2789-634-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-04-06",
              "monto": 191210.0,
              "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=2790-229-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-04",
              "monto": 354349.0,
              "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=2788-969-SE07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-03",
              "monto": 365977.0,
              "date_to": "2008-12-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2788-12417-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "43ddd8b9-8e41-4d23-8ea9-07d13a241c4b",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 5036139.0,
          "date_min": "2012-04-27",
          "date_max": "2014-08-01",
          "sample": [
            {
              "date": "2012-04-27",
              "monto": 666400.0,
              "date_to": "2012-04-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=625-113-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5523a632-d170-485b-a530-9d7405aa00fc",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN JOSE DE MAIPO"
          },
          "direction": "in",
          "count": 21,
          "monto_sum": 4259063.0,
          "date_min": "2007-01-25",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 36.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3620-70-L107",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 395000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3620-6-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-04",
              "monto": 422930.0,
              "date_to": "2007-10-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3620-359-G107",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-02-26",
              "monto": 85680.0,
              "date_to": "2014-02-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3620-184-SE14",
              "source_name": "chilecompra"
            },
            {
              "date": "2017-06-22",
              "monto": 333200.0,
              "date_to": "2017-06-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3620-490-SE17",
              "source_name": "chilecompra"
            },
            {
              "date": "2019-02-21",
              "monto": 130900.0,
              "date_to": "2019-02-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3620-96-SE19",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-08-30",
              "monto": 1008239.0,
              "date_to": "2011-08-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3620-439-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6b04f2e8-3b40-4100-8f49-e1ad537362be",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ARICA"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 4124791.0,
          "date_min": "2007-11-27",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 94200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2366-94-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1287700.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2367-49-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 223700.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2366-575-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-16",
              "monto": 81781.0,
              "date_to": "2008-05-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2367-291-R108",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-07-02",
              "monto": 213010.0,
              "date_to": "2009-07-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2366-974-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "23baf5d8-4d8f-4fd7-9ae5-143ca12cd8e5",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE PLAYA ANCHA DE CIENCIAS DE LA EDUCACION"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2084547.0,
          "date_min": "2007-01-05",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 951848.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4469-4-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b0d22c0c-e8e8-4bfb-9ed2-4261761fdf54",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE ESTACION CENTRAL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2060604.0,
          "date_min": "2012-03-02",
          "date_max": "2012-03-02",
          "sample": []
        },
        {
          "other": {
            "id": "fbb51b13-d49a-4323-bb95-958dfeee48af",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE PEÑAFLOR"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 2037987.0,
          "date_min": "2008-12-04",
          "date_max": "2013-12-17",
          "sample": []
        },
        {
          "other": {
            "id": "88b52e3a-1bf4-440e-bbcc-45d7cbb0a751",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 2007124.0,
          "date_min": "2011-10-25",
          "date_max": "2012-08-16",
          "sample": [
            {
              "date": "2011-10-25",
              "monto": 233323.0,
              "date_to": "2011-10-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3261-2739-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "02c75d31-f7c9-4890-a950-7620f43620bc",
            "kind": "institucion_publica",
            "canonical_name": "COMISION CHILENA DE ENERGIA NUCLEAR"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1913520.0,
          "date_min": "2013-03-11",
          "date_max": "2013-03-11",
          "sample": []
        },
        {
          "other": {
            "id": "aca3c6d6-a6f9-4c21-a769-e4f2c111ed76",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DE REDES ASISTENCIALES"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 1792952.0,
          "date_min": "2008-09-11",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 12.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=757-426-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-10-16",
              "monto": 605.0,
              "date_to": "2009-10-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=757-3300-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-07-12",
              "monto": 62951.0,
              "date_to": "2014-07-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=924-462-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4f246aa6-67bf-446b-a4c9-e21844c3e2df",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Recoleta"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 1520447.0,
          "date_min": "2007-03-27",
          "date_max": "2013-07-26",
          "sample": [
            {
              "date": "2009-11-17",
              "monto": 51521.0,
              "date_to": "2009-11-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1394-1060-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-10-11",
              "monto": 324870.0,
              "date_to": "2012-10-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1384-927-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-12-22",
              "monto": 75208.0,
              "date_to": "2011-12-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2316-1241-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7333f660-2e6e-4067-a862-cab34e3f8d96",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Padre Hurtado"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 1246617.0,
          "date_min": "2008-05-06",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 440000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3826-7-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6c09f3e9-fdb9-42c7-a246-bcba5c6ec1ea",
            "kind": "institucion_publica",
            "canonical_name": "INSTITUTO DE INVESTIGACIONES Y CONTROL"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 1207921.0,
          "date_min": "2011-08-05",
          "date_max": "2014-07-17",
          "sample": [
            {
              "date": "2013-11-04",
              "monto": 211177.0,
              "date_to": "2013-11-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3654-721-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-07-17",
              "monto": 89250.0,
              "date_to": "2014-07-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3654-397-SE14",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-07-17",
              "monto": 330344.0,
              "date_to": "2014-07-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3654-403-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "36e666a8-b981-49ba-b1a0-996c98d7e81c",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1184764.0,
          "date_min": "2011-11-25",
          "date_max": "2011-11-25",
          "sample": []
        },
        {
          "other": {
            "id": "33f37986-f6d5-4daf-843d-6483ba3bd046",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Coyhaique"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1128726.0,
          "date_min": "2010-04-15",
          "date_max": "2012-05-10",
          "sample": []
        },
        {
          "other": {
            "id": "c9cd83a0-ceeb-42ae-bc88-033eb9630127",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE IMPUESTOS INTERNOS DIRECCION"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1094800.0,
          "date_min": "2012-08-06",
          "date_max": "2012-08-06",
          "sample": []
        },
        {
          "other": {
            "id": "5fdc4f40-20ee-45a5-822f-b6609e7cc198",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE CHILE - Gerencia Comercial y Marketing Hospital"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 934774.0,
          "date_min": "2009-04-08",
          "date_max": "2012-07-20",
          "sample": [
            {
              "date": "2009-04-08",
              "monto": 684993.0,
              "date_to": "2009-04-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5610-298-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5614a75e-8e61-41db-b2b4-4f9b237d214a",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Quilicura"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 841092.0,
          "date_min": "2012-02-16",
          "date_max": "2012-07-31",
          "sample": []
        },
        {
          "other": {
            "id": "a744f3bb-5953-45f6-ae72-24fc01ef64ca",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LA GRANJA"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 792324.0,
          "date_min": "2010-12-01",
          "date_max": "2014-11-14",
          "sample": [
            {
              "date": "2014-10-27",
              "monto": 22610.0,
              "date_to": "2014-10-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-1438-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b4418c08-26f6-41e2-9288-ffd55dfa3f63",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE LO ESPEJO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 695221.0,
          "date_min": "2014-03-24",
          "date_max": "2014-03-24",
          "sample": []
        },
        {
          "other": {
            "id": "7b32ecfa-07a7-4634-b59b-357dc7cb4e81",
            "kind": "institucion_publica",
            "canonical_name": "GOBIERNO REGIONAL DE TARAPACA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 677728.0,
          "date_min": "2007-08-23",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 309465.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=768-118-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-23",
              "monto": 368263.0,
              "date_to": "2007-08-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=768-282-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "45ea9654-e506-43c8-9cbd-a929b8ec4e2d",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LA PINTANA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 632068.0,
          "date_min": "2012-02-24",
          "date_max": "2013-06-24",
          "sample": []
        },
        {
          "other": {
            "id": "f4abffbd-ef1c-4463-b262-5964b666f5fd",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LLANQUIHUE"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 517293.0,
          "date_min": "2009-05-18",
          "date_max": "2009-05-18",
          "sample": []
        },
        {
          "other": {
            "id": "92720092-5894-46b9-b8b5-b51ff34821eb",
            "kind": "institucion_publica",
            "canonical_name": "Municipalidad de Purén \\ DEPTO.DE SALUD"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 515032.0,
          "date_min": "2011-09-05",
          "date_max": "2011-09-05",
          "sample": []
        },
        {
          "other": {
            "id": "81e2f96a-e71a-45b6-9f35-8fab0c559a0b",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 13,
          "monto_sum": 497859.0,
          "date_min": "2007-04-23",
          "date_max": "2011-05-16",
          "sample": [
            {
              "date": "2009-06-22",
              "monto": 84490.0,
              "date_to": "2009-06-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=634-2773-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-03-04",
              "monto": 37604.0,
              "date_to": "2008-03-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=634-1115-R108",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-05-16",
              "monto": 33082.0,
              "date_to": "2011-05-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=634-2075-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b5f10755-eae1-4f0e-8966-7bd6079592d3",
            "kind": "institucion_publica",
            "canonical_name": "Biblioteca del Congreso Nacional"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 452200.0,
          "date_min": "2011-08-18",
          "date_max": "2011-08-18",
          "sample": [
            {
              "date": "2011-08-18",
              "monto": 452200.0,
              "date_to": "2011-08-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2020-132-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "35cb9059-41e6-49d3-aa7d-4cfc5921d161",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 382466.0,
          "date_min": "2012-11-05",
          "date_max": "2012-11-05",
          "sample": []
        },
        {
          "other": {
            "id": "80420e41-d546-44dd-8a23-4e3695a6e592",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 311244.0,
          "date_min": "2011-11-15",
          "date_max": "2012-04-12",
          "sample": []
        },
        {
          "other": {
            "id": "431521a7-2f6a-44ad-b49f-ce5746b193e3",
            "kind": "institucion_publica",
            "canonical_name": "Hospital Sanatorio San José de Maipo"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 309470.0,
          "date_min": "2012-01-31",
          "date_max": "2014-07-03",
          "sample": [
            {
              "date": "2012-01-31",
              "monto": 72601.0,
              "date_to": "2012-01-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2153-178-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "656db778-c696-4a72-8513-e6db74602035",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE QUINTA NORMAL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 288420.0,
          "date_min": "2011-04-28",
          "date_max": "2012-09-24",
          "sample": [
            {
              "date": "2012-09-24",
              "monto": 209999.0,
              "date_to": "2012-09-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2453-328-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "024ac523-2d79-4995-87bd-e0fbd2ee5f68",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LA FLORIDA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 274759.0,
          "date_min": "2012-05-02",
          "date_max": "2013-02-11",
          "sample": [
            {
              "date": "2012-05-02",
              "monto": 124950.0,
              "date_to": "2012-05-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2377-378-SE12",
              "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": 1,
          "monto_sum": 270130.0,
          "date_min": "2011-10-20",
          "date_max": "2011-10-20",
          "sample": [
            {
              "date": "2011-10-20",
              "monto": 270130.0,
              "date_to": "2011-10-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3129-379-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "48c46773-334a-44e9-a312-c7c34b0cf11b",
            "kind": "empresa",
            "canonical_name": "Corporación Municipal de Serv.y Desarrollo Maipú"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 263882.0,
          "date_min": "2009-08-19",
          "date_max": "2009-11-16",
          "sample": []
        },
        {
          "other": {
            "id": "5bacb933-e741-490b-8e8c-cb3743e819bf",
            "kind": "institucion_publica",
            "canonical_name": "HOSPITAL CLINICO DE MAGALLANES DR. LAUTARO NAVARRO AVARIA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 260485.0,
          "date_min": "2008-01-08",
          "date_max": "2008-05-14",
          "sample": [
            {
              "date": "2008-03-06",
              "monto": 97699.0,
              "date_to": "2008-03-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5079-213-R108",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "48d17f4c-d9e8-42c7-bb48-a398ba0ee122",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CHIGUAYANTE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 229621.0,
          "date_min": "2008-05-22",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 104850.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2774-179-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6f582050-fc77-44dc-b44c-b7be0bcfe27a",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO SALUD OCCIDENTE HOSPITAL DR FELIX BULNES CERDA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 220852.0,
          "date_min": "2007-08-30",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 85740.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5187-173-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7ab772cb-c0d5-4a61-b99f-2fff6dafc2c8",
            "kind": "institucion_publica",
            "canonical_name": "Corporación Nacional Forestal - CONAF"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 173645.0,
          "date_min": "2007-06-25",
          "date_max": "2007-09-12",
          "sample": [
            {
              "date": "2007-06-25",
              "monto": 57450.0,
              "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=1039-597-CA07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c6f4adfb-d7b6-46c9-b1e7-654a008776a8",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE SANTIAGO DE CHILE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 164250.0,
          "date_min": "2007-09-07",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 75000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5067-859-CO07",
              "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": 152082.0,
          "date_min": "2012-07-20",
          "date_max": "2012-11-30",
          "sample": [
            {
              "date": "2012-07-20",
              "monto": 49266.0,
              "date_to": "2012-07-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1736-3096-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-11-30",
              "monto": 102816.0,
              "date_to": "2012-11-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1736-4831-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5352e704-c398-4191-9c9e-55218165430a",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 118881.0,
          "date_min": "2010-12-24",
          "date_max": "2010-12-24",
          "sample": [
            {
              "date": "2010-12-24",
              "monto": 118881.0,
              "date_to": "2010-12-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=539119-1719-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d3b456a4-16de-44d1-b25c-c3ee02e12be3",
            "kind": "institucion_publica",
            "canonical_name": "Municipalidad de lo barnechea"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 99365.0,
          "date_min": "2014-01-29",
          "date_max": "2014-01-29",
          "sample": []
        },
        {
          "other": {
            "id": "1614db36-d00b-4993-93dc-5173f9ff00d0",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de La Unión"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 67933.0,
          "date_min": "2007-05-11",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 31020.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3334-119-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "27193522-27cd-416f-bd8b-fc9d858d0260",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 62475.0,
          "date_min": "2012-04-30",
          "date_max": "2012-04-30",
          "sample": []
        },
        {
          "other": {
            "id": "4d8c20d3-e6d1-4098-b496-36350b718c6d",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE RENCA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 58429.0,
          "date_min": "2013-04-24",
          "date_max": "2013-04-24",
          "sample": [
            {
              "date": "2013-04-24",
              "monto": 58429.0,
              "date_to": "2013-04-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2407-179-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c5726c35-0b3d-44cd-809c-cbd292b669df",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD HOSPITAL DE GRANEROS"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 51246.0,
          "date_min": "2007-08-09",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 23400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1628-185-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5d981be9-d09f-4df7-9181-922f8af6300c",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MACUL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 16184.0,
          "date_min": "2009-10-15",
          "date_max": "2009-10-15",
          "sample": []
        },
        {
          "other": {
            "id": "2455df25-fd16-4f01-a724-5a0f455df298",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE PUDAHUEL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 105.0,
          "date_min": "2011-07-23",
          "date_max": "2011-07-23",
          "sample": []
        }
      ],
      "rest": null
    }
  },
  "card_updated_at": "2026-07-21T06:13:18.963781+00:00",
  "insights": {
    "stats": {
      "grado": 549,
      "monto_sum": 90268785.0,
      "grado_pctl": 0.6765498652291105,
      "monto_pctl": 0.20316711590296496,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-01-25",
            "monto": 470050.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3620-22-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-02",
            "monto": 57798.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3620-84-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-13",
            "monto": 95200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3620-193-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-14",
            "monto": 67056.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3620-249-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-04",
            "monto": 422930.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3620-359-G107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-18",
            "monto": 33915.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3620-143-R108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-05",
            "monto": 47600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3620-77-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-03-11",
            "monto": 47600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3620-108-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-05-27",
            "monto": 333199.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3625-27-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-30",
            "monto": 1008239.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3620-439-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-02-22",
            "monto": 107100.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3620-107-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-02-26",
            "monto": 85680.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3620-184-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-02-26",
            "monto": 99960.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3620-79-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-02-29",
            "monto": 130900.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3620-197-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-02-13",
            "monto": 130900.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3620-138-SE17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-06-22",
            "monto": 333200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3620-490-SE17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 36.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3620-70-L107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-03-01",
            "monto": 130900.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3620-159-SE18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2019-02-21",
            "monto": 130900.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3620-96-SE19",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2020-03-02",
            "monto": 130900.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3620-75-SE20",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 395000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3620-6-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "7495e289-566f-4f06-a616-d106b5b96b8a",
            "kind": "empresa",
            "name": "COPYPRINT",
            "role": "ancla"
          },
          {
            "id": "5523a632-d170-485b-a530-9d7405aa00fc",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE SAN JOSE DE MAIPO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 4259063.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-11-27",
            "monto": 266203.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2366-1740-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-02-05",
            "monto": 1532363.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2367-80-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-14",
            "monto": 112098.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2366-306-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-16",
            "monto": 81781.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2367-291-R108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-02",
            "monto": 213010.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2366-974-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-02",
            "monto": 221726.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2366-1832-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-03-10",
            "monto": 92010.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-657-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 223700.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2366-575-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1287700.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2367-49-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 94200.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2366-94-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "7495e289-566f-4f06-a616-d106b5b96b8a",
            "kind": "empresa",
            "name": "COPYPRINT",
            "role": "ancla"
          },
          {
            "id": "6b04f2e8-3b40-4100-8f49-e1ad537362be",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE ARICA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 4124791.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-01-05",
            "monto": 1132699.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4469-8-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 951848.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4469-4-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "7495e289-566f-4f06-a616-d106b5b96b8a",
            "kind": "empresa",
            "name": "COPYPRINT",
            "role": "ancla"
          },
          {
            "id": "23baf5d8-4d8f-4fd7-9ae5-143ca12cd8e5",
            "kind": "institucion_publica",
            "name": "UNIVERSIDAD DE PLAYA ANCHA DE CIENCIAS DE LA EDUCACION",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2084547.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-09-11",
            "monto": 805.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=757-12795-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-19",
            "monto": 828939.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=757-595-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-10-16",
            "monto": 605.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=757-3300-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-06-08",
            "monto": 899640.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=757-1326-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-07-12",
            "monto": 62951.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=924-462-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 12.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=757-426-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "7495e289-566f-4f06-a616-d106b5b96b8a",
            "kind": "empresa",
            "name": "COPYPRINT",
            "role": "ancla"
          },
          {
            "id": "aca3c6d6-a6f9-4c21-a769-e4f2c111ed76",
            "kind": "institucion_publica",
            "name": "SUBSECRETARIA DE REDES ASISTENCIALES",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1792952.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-05-06",
            "monto": 523600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3826-106-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-02",
            "monto": 105112.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3826-11417-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-04-26",
            "monto": 114835.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3826-303-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-04-11",
            "monto": 63070.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3827-391-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 440000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3826-7-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "7495e289-566f-4f06-a616-d106b5b96b8a",
            "kind": "empresa",
            "name": "COPYPRINT",
            "role": "ancla"
          },
          {
            "id": "7333f660-2e6e-4067-a862-cab34e3f8d96",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Padre Hurtado",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1246617.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-08-23",
            "monto": 368263.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=768-282-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 309465.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=768-118-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "7495e289-566f-4f06-a616-d106b5b96b8a",
            "kind": "empresa",
            "name": "COPYPRINT",
            "role": "ancla"
          },
          {
            "id": "7b32ecfa-07a7-4634-b59b-357dc7cb4e81",
            "kind": "institucion_publica",
            "name": "GOBIERNO REGIONAL DE TARAPACA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 677728.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-05-22",
            "monto": 124771.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2774-217-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 104850.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2774-179-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "7495e289-566f-4f06-a616-d106b5b96b8a",
            "kind": "empresa",
            "name": "COPYPRINT",
            "role": "ancla"
          },
          {
            "id": "48d17f4c-d9e8-42c7-bb48-a398ba0ee122",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE CHIGUAYANTE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 229621.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-08-30",
            "monto": 102030.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5187-670-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-03-02",
            "monto": 33082.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5188-175-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 85740.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5187-173-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "7495e289-566f-4f06-a616-d106b5b96b8a",
            "kind": "empresa",
            "name": "COPYPRINT",
            "role": "ancla"
          },
          {
            "id": "6f582050-fc77-44dc-b44c-b7be0bcfe27a",
            "kind": "institucion_publica",
            "name": "SERVICIO SALUD OCCIDENTE HOSPITAL DR FELIX BULNES CERDA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 220852.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-09-07",
            "monto": 89250.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-2013-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 75000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5067-859-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "7495e289-566f-4f06-a616-d106b5b96b8a",
            "kind": "empresa",
            "name": "COPYPRINT",
            "role": "ancla"
          },
          {
            "id": "c6f4adfb-d7b6-46c9-b1e7-654a008776a8",
            "kind": "institucion_publica",
            "name": "UNIVERSIDAD DE SANTIAGO DE CHILE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 164250.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-05-11",
            "monto": 36913.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3334-196-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 31020.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3334-119-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "7495e289-566f-4f06-a616-d106b5b96b8a",
            "kind": "empresa",
            "name": "COPYPRINT",
            "role": "ancla"
          },
          {
            "id": "1614db36-d00b-4993-93dc-5173f9ff00d0",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de La Unión",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 67933.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-08-09",
            "monto": 27846.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1628-611-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 23400.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1628-185-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "7495e289-566f-4f06-a616-d106b5b96b8a",
            "kind": "empresa",
            "name": "COPYPRINT",
            "role": "ancla"
          },
          {
            "id": "c5726c35-0b3d-44cd-809c-cbd292b669df",
            "kind": "institucion_publica",
            "name": "SERVICIO DE SALUD HOSPITAL DE GRANEROS",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 51246.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 45,
        "monto": 37995378.0,
        "share": 0.42091380758032804
      },
      "periodo": {
        "desde": "2007-01-03",
        "hasta": "2020-03-02"
      },
      "monto_total": 90268785.0,
      "n_contratos": 549,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 14524655.0
        },
        {
          "anio": 2008,
          "monto": 14782124.0
        },
        {
          "anio": 2009,
          "monto": 10998683.0
        },
        {
          "anio": 2010,
          "monto": 10735828.0
        },
        {
          "anio": 2011,
          "monto": 7979693.0
        },
        {
          "anio": 2012,
          "monto": 15510415.0
        },
        {
          "anio": 2013,
          "monto": 7209102.0
        },
        {
          "anio": 2014,
          "monto": 3418654.0
        },
        {
          "anio": 2015,
          "monto": 99960.0
        },
        {
          "anio": 2016,
          "monto": 130900.0
        },
        {
          "anio": 2017,
          "monto": 464100.0
        },
        {
          "anio": 2018,
          "monto": 130900.0
        },
        {
          "anio": 2019,
          "monto": 130900.0
        },
        {
          "anio": 2020,
          "monto": 130900.0
        }
      ],
      "td_conocidos": 535,
      "n_contrapartes": 48,
      "n_trato_directo": 203,
      "top_contrapartes": [
        {
          "id": "df0b978e-324d-4ad4-a2c9-4e9289790645",
          "name": "I MUNICIPALIDAD DE SANTIAGO",
          "monto": 28791994.0,
          "share": 0.31895847495897944
        },
        {
          "id": "d6427814-9839-440f-8c04-9980cde47a1d",
          "name": "ILUSTRE MUNICIPALIDAD DE PAINE",
          "monto": 18445274.0,
          "share": 0.2043372357343682
        },
        {
          "id": "43ddd8b9-8e41-4d23-8ea9-07d13a241c4b",
          "name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO",
          "monto": 5036139.0,
          "share": 0.05579048172632433
        }
      ],
      "pct_trato_directo": 0.3794392523364486
    },
    "senales": [
      "203 de sus 535 contratos con dato fueron por trato directo (38%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}