{
  "id": "23064dbe-39d9-4ca0-adac-09077266e64c",
  "kind": "empresa",
  "canonical_name": "Presenta Comunicacion & Audiovisual",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "76199080-2"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 305,
      "monto_sum": 174050062.0,
      "groups": [
        {
          "other": {
            "id": "f04a8a67-50a4-48a9-83bc-de4236510b22",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DEL BIO BIO"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 9248695.0,
          "date_min": "2007-07-11",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 3310924.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2888-30-LE07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-09-29",
              "monto": 373065.0,
              "date_to": "2008-09-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2704-12859-CM08",
              "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": 6,
          "monto_sum": 8063439.0,
          "date_min": "2007-11-23",
          "date_max": "2008-07-17",
          "sample": [
            {
              "date": "2008-07-17",
              "monto": 2559692.0,
              "date_to": "2008-07-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5027-10481-CM08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-25",
              "monto": 2498164.0,
              "date_to": "2008-04-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5027-382-CM08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-23",
              "monto": 1106462.0,
              "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=5027-1468-CM07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-11",
              "monto": 517650.0,
              "date_to": "2008-06-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5027-10427-CM08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-01-09",
              "monto": 410550.0,
              "date_to": "2008-01-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5027-16-CM08",
              "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": 9,
          "monto_sum": 6953884.0,
          "date_min": "2007-11-26",
          "date_max": "2008-10-08",
          "sample": [
            {
              "date": "2008-06-19",
              "monto": 389011.0,
              "date_to": "2008-06-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4469-10098-CM08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-18",
              "monto": 356881.0,
              "date_to": "2008-04-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4469-60-CM08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-13",
              "monto": 389011.0,
              "date_to": "2008-06-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4469-10087-CM08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-18",
              "monto": 1556044.0,
              "date_to": "2008-07-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4469-10124-CM08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-06",
              "monto": 1167033.0,
              "date_to": "2008-08-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4469-11154-CM08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-23",
              "monto": 389011.0,
              "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=4469-10071-CM08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8e2ba69d-29ce-4650-92df-2774c7ec3ab4",
            "kind": "institucion_publica",
            "canonical_name": "Universidad de Los Lagos - Sede Coyhaique"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 5496126.0,
          "date_min": "2007-11-28",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 348900.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5413-7-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-03-13",
              "monto": 498491.0,
              "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=5413-270-CM08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-15",
              "monto": 356881.0,
              "date_to": "2008-04-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5413-498-CM08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-28",
              "monto": 415191.0,
              "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=5413-35-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-01-31",
              "monto": 410550.0,
              "date_to": "2008-01-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5413-137-CM08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-07",
              "monto": 1570324.0,
              "date_to": "2008-05-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5413-655-CM08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e8e08bbb-458f-42c4-a03b-457b693f05b2",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Coronel"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 5374200.0,
          "date_min": "2008-07-31",
          "date_max": "2008-09-03",
          "sample": [
            {
              "date": "2008-07-31",
              "monto": 1590000.0,
              "date_to": "2008-07-31",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2763-256-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-31",
              "monto": 1892100.0,
              "date_to": "2008-07-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-11285-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "228339ae-b35c-4d2f-93cb-5ba176b6fb11",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO LOCAL DE EDUCACION DE CHINCHORRO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 5081319.0,
          "date_min": "2008-01-30",
          "date_max": "2008-06-17",
          "sample": [
            {
              "date": "2008-01-30",
              "monto": 553231.0,
              "date_to": "2008-01-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5420-42-CM08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2bfc9c6b-4826-48e5-a179-564e9f84964a",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DEL PATRIMONIO CULTURAL"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 4107809.0,
          "date_min": "2007-11-19",
          "date_max": "NA",
          "sample": [
            {
              "date": "2007-12-05",
              "monto": 1027900.0,
              "date_to": "2007-12-05",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4445-9-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 847812.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4389-58-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-19",
              "monto": 1008896.0,
              "date_to": "2007-11-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4389-223-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cda51f4c-2d88-4d6e-b2ac-b4bc5e6d8ad8",
            "kind": "institucion_publica",
            "canonical_name": "Universidad de Talca"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 3941343.0,
          "date_min": "2007-04-04",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1001700.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1469-663-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 450000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1469-321-CO07",
              "source_name": "chilecompra"
            },
            {
              "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=1469-1497-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c020475d-d5c5-4f91-9196-5d3f2fc5fb9e",
            "kind": "institucion_publica",
            "canonical_name": "GOBIERNO REGIONAL DECIMA REGION LOS LAGOS"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 3430074.0,
          "date_min": "2007-06-12",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1566244.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=752-38-LE07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-12",
              "monto": 1863830.0,
              "date_to": "2007-06-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=752-439-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4087f8c0-5b41-44d7-8264-3f5fd459f0a4",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOTA"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 3293541.0,
          "date_min": "2008-03-19",
          "date_max": "NA",
          "sample": [
            {
              "date": "2008-07-29",
              "monto": 465900.0,
              "date_to": "2008-07-29",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3021-142-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 690000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3021-42-CO08",
              "source_name": "chilecompra"
            },
            {
              "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=3021-3-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-29",
              "monto": 554421.0,
              "date_to": "2008-07-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-11210-SE08",
              "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": 7,
          "monto_sum": 2858579.0,
          "date_min": "2007-12-21",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 345000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5641-14-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 400770.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5178-689-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-21",
              "monto": 476916.0,
              "date_to": "2007-12-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5178-1032-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-16",
              "monto": 356881.0,
              "date_to": "2008-04-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5178-556-CM08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a855e588-2b84-434e-af27-9fde20b2fd0d",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE RETIRO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 2689757.0,
          "date_min": "2008-05-15",
          "date_max": "2008-11-13",
          "sample": [
            {
              "date": "2008-11-11",
              "monto": 372351.0,
              "date_to": "2008-11-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3024-11320-CM08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-15",
              "monto": 389011.0,
              "date_to": "2008-05-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3024-152-CM08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-11-13",
              "monto": 372351.0,
              "date_to": "2008-11-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3024-11329-CM08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-23",
              "monto": 1556044.0,
              "date_to": "2008-06-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3024-10134-CM08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8b0fd59c-01cf-43a3-b496-33f8f109c639",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD ARTURO PRAT DE IQU - Sede Victoria"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2640015.0,
          "date_min": "2007-06-29",
          "date_max": "2009-06-02",
          "sample": [
            {
              "date": "2007-06-29",
              "monto": 1688253.0,
              "date_to": "2007-06-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2057-803-CM07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "165f8b02-5def-4374-8195-778aea56fcc9",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD VALDIVIA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 2535023.0,
          "date_min": "2007-05-08",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 399900.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2280-125-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 490900.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2284-409-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-17",
              "monto": 1168342.0,
              "date_to": "2007-12-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2284-1198-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "de987c2f-8a94-4b42-9e3b-1c275fc9f7c6",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE OSORNO"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 2449362.0,
          "date_min": "2007-08-17",
          "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=2306-257-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 399900.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2306-184-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-20",
              "monto": 414120.0,
              "date_to": "2007-12-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2306-783-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-17",
              "monto": 475881.0,
              "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=2306-458-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-30",
              "monto": 389011.0,
              "date_to": "2008-07-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2297-11444-CM08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f9c1f60e-aefd-478b-bbcf-cc11a9edbfd7",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE PURRANQUE"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 2292413.0,
          "date_min": "2007-04-26",
          "date_max": "NA",
          "sample": [
            {
              "date": "2007-12-27",
              "monto": 389900.0,
              "date_to": "2007-12-27",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3443-249-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 399900.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5110-32-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-26",
              "monto": 475881.0,
              "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=5110-39-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-20",
              "monto": 562751.0,
              "date_to": "2007-06-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5075-13-CM07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "04a9cc33-4445-4ca4-8fcc-9c1506e80649",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD METROPOLITANA DE CIENCIAS DE LA EDUCACION"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 2281825.0,
          "date_min": "2008-04-07",
          "date_max": "2008-07-24",
          "sample": [
            {
              "date": "2008-04-07",
              "monto": 393890.0,
              "date_to": "2008-04-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4726-149-CM08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-24",
              "monto": 389011.0,
              "date_to": "2008-07-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4726-11366-CM08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "00fb148f-34c9-4ae0-a895-fa9de4a5b120",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Arauco"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2241841.0,
          "date_min": "2007-11-05",
          "date_max": "2008-10-24",
          "sample": [
            {
              "date": "2007-11-05",
              "monto": 1844500.0,
              "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=4455-355-C107",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-10-24",
              "monto": 397341.0,
              "date_to": "2008-10-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4455-11791-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5e703ca6-93b0-40be-bd36-1beef7aad353",
            "kind": "institucion_publica",
            "canonical_name": "COMANDO DE APOYO A LA FUERZA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2233800.0,
          "date_min": "2008-04-24",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1020000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3406-25-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-24",
              "monto": 1213800.0,
              "date_to": "2008-04-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3406-49-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "949cdf69-b9c1-41ab-8481-0603c3e7c99c",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE VIVIENDA Y URBANIZACION REGIÓN DEL BIO BIO"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 2158600.0,
          "date_min": "2007-03-08",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 940000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=654-27-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-04",
              "monto": 100000.0,
              "date_to": "2007-07-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=654-355-G107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1b6c653b-bf50-4421-a130-1df23aa9f742",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Lebu"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 2045491.0,
          "date_min": "2008-09-02",
          "date_max": "2008-09-26",
          "sample": [
            {
              "date": "2008-09-11",
              "monto": 1119195.0,
              "date_to": "2008-09-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3892-11788-CM08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-09-26",
              "monto": 373065.0,
              "date_to": "2008-09-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3892-11852-CM08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6911719e-610c-44f3-8451-95d1e4630f21",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Laja"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 1960782.0,
          "date_min": "2007-11-14",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 380000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3734-211-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 333900.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3736-94-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-14",
              "monto": 452200.0,
              "date_to": "2007-11-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3734-449-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-10-02",
              "monto": 397341.0,
              "date_to": "2008-10-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3734-11190-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "56893201-aa77-46ec-b981-96d1397734b8",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ANGELES"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1913622.0,
          "date_min": "2007-12-07",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 873800.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2408-1230-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-07",
              "monto": 1039822.0,
              "date_to": "2007-12-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2408-1533-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "99e7a892-4cbf-4722-b3a4-eec5c2d4d501",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE VALLENAR"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1772624.0,
          "date_min": "2008-02-29",
          "date_max": "2008-04-18",
          "sample": [
            {
              "date": "2008-04-18",
              "monto": 713762.0,
              "date_to": "2008-04-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5351-113-CM08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-02-29",
              "monto": 1058862.0,
              "date_to": "2008-02-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2322-32-CM08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6b04f2e8-3b40-4100-8f49-e1ad537362be",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ARICA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1770615.0,
          "date_min": "2008-01-03",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 345000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2367-147-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 463500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2367-555-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-03-31",
              "monto": 410550.0,
              "date_to": "2008-03-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2367-198-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "0026457a-6065-4d1f-ad78-3065928e3b16",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LA SERENA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1718931.0,
          "date_min": "2007-11-16",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 436900.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2450-1614-CO07",
              "source_name": "chilecompra"
            },
            {
              "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=2450-1784-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-19",
              "monto": 414120.0,
              "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=2450-1794-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cb4ad90f-55ab-4194-89fc-dacd912b228a",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Requínoa"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1639872.0,
          "date_min": "2007-04-30",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 348900.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3663-198-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-30",
              "monto": 399900.0,
              "date_to": "2007-04-30",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3664-6-L107",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-01-10",
              "monto": 415191.0,
              "date_to": "2008-01-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3663-20-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-25",
              "monto": 475881.0,
              "date_to": "2007-05-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3664-25-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b7fef299-3a93-4006-abbc-9e6eb7ea0426",
            "kind": "institucion_publica",
            "canonical_name": "Comisión Nacional de Investigación Científica y Tecnológicas - CONICYT"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 1627003.0,
          "date_min": "2007-10-09",
          "date_max": "NA",
          "sample": [
            {
              "date": "2008-07-28",
              "monto": 242250.0,
              "date_to": "2008-07-28",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2324-539-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 382000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2332-294-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-09",
              "monto": 452081.0,
              "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=2328-2212-CM07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-14",
              "monto": 454580.0,
              "date_to": "2007-11-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2332-996-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-28",
              "monto": 96092.0,
              "date_to": "2008-07-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2324-12580-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4e7ef203-1aba-4bb8-b01b-81a0301b8ae9",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE CONCEPCION"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1598977.0,
          "date_min": "2008-04-28",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 80750.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2419-54-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 420750.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2419-50-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-28",
              "monto": 1001385.0,
              "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=2419-88-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-01",
              "monto": 96092.0,
              "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=2419-91-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "49e11ceb-e296-4220-b612-0d04d1890354",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE BIENESTAR SERVICIO SALUD ACONCAGUA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1592696.0,
          "date_min": "2007-08-28",
          "date_max": "2008-10-24",
          "sample": [
            {
              "date": "2007-08-28",
              "monto": 625821.0,
              "date_to": "2007-08-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2200-1021-CM07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-21",
              "monto": 422450.0,
              "date_to": "2007-11-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1633-3585-CM07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b769ad3f-cce1-49b9-b0dd-9426322729bb",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Villa Alegre"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1556044.0,
          "date_min": "2008-07-22",
          "date_max": "2008-07-22",
          "sample": [
            {
              "date": "2008-07-22",
              "monto": 1556044.0,
              "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=1738-10527-CM08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c5ee10f1-0525-46db-98b6-2a40bf236fbd",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Paillaco"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1511100.0,
          "date_min": "2008-02-27",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 690000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3789-12-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-02-27",
              "monto": 821100.0,
              "date_to": "2008-02-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3789-17-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "de8abfc6-f9d4-4339-98ef-43483b43c6e5",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE SAN BERNARDO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1493361.0,
          "date_min": "2007-12-18",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 333900.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2341-440-CO08",
              "source_name": "chilecompra"
            },
            {
              "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=2341-1098-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-18",
              "monto": 414120.0,
              "date_to": "2007-12-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2341-1319-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "49e19694-4887-4b50-bd66-48f9bab8cd6a",
            "kind": "institucion_publica",
            "canonical_name": "Universidad de la Frontera"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1476086.0,
          "date_min": "2008-06-05",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 605.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5586-1178-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-05",
              "monto": 389011.0,
              "date_to": "2008-06-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-11253-CM08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-10-29",
              "monto": 372470.0,
              "date_to": "2008-10-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-14474-CM08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-16",
              "monto": 714000.0,
              "date_to": "2008-06-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5586-1639-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "66b345d1-1653-4d53-819c-94b6c4eb5053",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Chillán"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 1455358.0,
          "date_min": "2007-08-06",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 54150.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2467-615-L107",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 405000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2471-157-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "eb585617-dd5f-461b-8bbc-a732087ea8fc",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cauquenes"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1324871.0,
          "date_min": "2007-06-19",
          "date_max": "2008-02-06",
          "sample": [
            {
              "date": "2008-02-06",
              "monto": 348000.0,
              "date_to": "2008-02-06",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1709-9-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-19",
              "monto": 562751.0,
              "date_to": "2007-06-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=434-433-CM07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "aac7f227-c38b-4f35-884d-a446ab2af6d2",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TALCAHUANO"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1314712.0,
          "date_min": "2008-01-29",
          "date_max": "2008-05-07",
          "sample": []
        },
        {
          "other": {
            "id": "bca6a168-25d8-4114-ae45-68faec5ac314",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de San Juan de la Costa"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1291160.0,
          "date_min": "2007-11-09",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 382000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3926-73-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-09",
              "monto": 454580.0,
              "date_to": "2007-11-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3926-186-SE07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d4f70440-912d-4233-9f8e-3fd831b3094b",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE QUILLOTA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1286331.0,
          "date_min": "2007-11-20",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 399900.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2465-38-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-01-08",
              "monto": 410550.0,
              "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=2833-5-CM08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-20",
              "monto": 475881.0,
              "date_to": "2007-11-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2465-68-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "28ec4cbc-701d-4a24-bf46-ba8824c68386",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Teno"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1269373.0,
          "date_min": "2008-12-11",
          "date_max": "2008-12-11",
          "sample": []
        },
        {
          "other": {
            "id": "054f3b0d-ea34-4ef2-8933-c5254fe0ce84",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Coronel"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1248846.0,
          "date_min": "2007-04-12",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 399900.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2759-144-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-12",
              "monto": 475881.0,
              "date_to": "2007-04-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-286-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-09-23",
              "monto": 373065.0,
              "date_to": "2008-09-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2759-11723-CM08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7333f660-2e6e-4067-a862-cab34e3f8d96",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Padre Hurtado"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1117410.0,
          "date_min": "2008-10-07",
          "date_max": "2008-10-07",
          "sample": [
            {
              "date": "2008-10-07",
              "monto": 744940.0,
              "date_to": "2008-10-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3826-11325-CM08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ac9e01c5-a89f-4c37-9a29-1fadf1249675",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE EDUCACION PUBLICA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1035300.0,
          "date_min": "2008-08-08",
          "date_max": "2008-08-08",
          "sample": [
            {
              "date": "2008-08-08",
              "monto": 1035300.0,
              "date_to": "2008-08-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4536-11090-CM08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7abf92ba-9c9a-4db1-9a14-4bfcef82337b",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LAS CABRAS"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1027088.0,
          "date_min": "2007-09-24",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 468990.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3690-66-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "982dc4dc-98b5-4d2d-819d-da0b7a4aad10",
            "kind": "institucion_publica",
            "canonical_name": "universidad de atacama"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1027088.0,
          "date_min": "2007-08-09",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 468990.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2859-157-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c1351b81-62b1-4a95-bc28-e47661d5cfa6",
            "kind": "institucion_publica",
            "canonical_name": "Ministerio Secretaría General de Gobierno"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 999999.0,
          "date_min": "2008-07-11",
          "date_max": "2008-07-11",
          "sample": []
        },
        {
          "other": {
            "id": "e4dd306f-5286-4fd4-a452-d75da6e55e27",
            "kind": "institucion_publica",
            "canonical_name": "MINISTERIO DE OBRAS PUBLICAS DIREC CION GRAL DE OO PP DCYF"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 998172.0,
          "date_min": "2007-10-01",
          "date_max": "2008-11-28",
          "sample": []
        },
        {
          "other": {
            "id": "23355050-a39c-4f3e-a3f5-c9b15bee070d",
            "kind": "institucion_publica",
            "canonical_name": "GOBIERNO REGIONAL XII REGION MAGALLANES Y ANTARTICA CHILENA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 996982.0,
          "date_min": "2008-03-14",
          "date_max": "2008-03-14",
          "sample": [
            {
              "date": "2008-03-14",
              "monto": 996982.0,
              "date_to": "2008-03-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1609-100-CM08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "569be679-d241-4c72-9e5a-513bf3da446c",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Hualpen"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 963162.0,
          "date_min": "2007-05-28",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 439800.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4525-172-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1614db36-d00b-4993-93dc-5173f9ff00d0",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de La Unión"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 956811.0,
          "date_min": "2007-11-27",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 436900.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4777-337-CO07",
              "source_name": "chilecompra"
            }
          ]
        }
      ],
      "rest": {
        "counterparties": 101,
        "count": 128,
        "monto_sum": 52688550.0
      }
    }
  },
  "card_updated_at": "2026-07-21T06:13:18.963781+00:00",
  "insights": {
    "stats": {
      "grado": 305,
      "monto_sum": 174050062.0,
      "grado_pctl": 0.504790221341262,
      "monto_pctl": 0.3062438057482656,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-07-11",
            "monto": 3939999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2888-33-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-28",
            "monto": 1251642.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2704-2275-CM07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-29",
            "monto": 373065.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2704-12854-CM08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-29",
            "monto": 373065.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2704-12859-CM08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 3310924.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2888-30-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "23064dbe-39d9-4ca0-adac-09077266e64c",
            "kind": "empresa",
            "name": "Presenta Comunicacion & Audiovisual",
            "role": "ancla"
          },
          {
            "id": "f04a8a67-50a4-48a9-83bc-de4236510b22",
            "kind": "institucion_publica",
            "name": "UNIVERSIDAD DEL BIO BIO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 9248695.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-11-28",
            "monto": 415191.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5413-35-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-31",
            "monto": 410550.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5413-137-CM08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-13",
            "monto": 498491.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5413-270-CM08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-15",
            "monto": 356881.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5413-498-CM08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-07",
            "monto": 1570324.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5413-655-CM08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-29",
            "monto": 389011.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5413-11786-CM08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-04",
            "monto": 389011.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5413-11823-CM08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-17",
            "monto": 373065.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5413-12062-CM08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-10",
            "monto": 744702.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5413-12362-CM08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 348900.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5413-7-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "23064dbe-39d9-4ca0-adac-09077266e64c",
            "kind": "empresa",
            "name": "Presenta Comunicacion & Audiovisual",
            "role": "ancla"
          },
          {
            "id": "8e2ba69d-29ce-4650-92df-2774c7ec3ab4",
            "kind": "institucion_publica",
            "name": "Universidad de Los Lagos - Sede Coyhaique",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 5496126.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-07-31",
            "monto": 1892100.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-11285-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-03",
            "monto": 1892100.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-11412-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-31",
            "monto": 1590000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2763-256-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "23064dbe-39d9-4ca0-adac-09077266e64c",
            "kind": "empresa",
            "name": "Presenta Comunicacion & Audiovisual",
            "role": "ancla"
          },
          {
            "id": "e8e08bbb-458f-42c4-a03b-457b693f05b2",
            "kind": "institucion_publica",
            "name": "I. Municipalidad de Coronel",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 5374200.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-11-19",
            "monto": 1008896.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4389-223-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-04",
            "monto": 1223201.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4445-15-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 847812.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4389-58-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-05",
            "monto": 1027900.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4445-9-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "23064dbe-39d9-4ca0-adac-09077266e64c",
            "kind": "empresa",
            "name": "Presenta Comunicacion & Audiovisual",
            "role": "ancla"
          },
          {
            "id": "2bfc9c6b-4826-48e5-a179-564e9f84964a",
            "kind": "institucion_publica",
            "name": "SERVICIO NACIONAL DEL PATRIMONIO CULTURAL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 4107809.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-04",
            "monto": 535500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1469-414-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-17",
            "monto": 414120.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1469-48-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-14",
            "monto": 1192023.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1469-995-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 450000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1469-321-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 348000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1469-1497-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1001700.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1469-663-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "23064dbe-39d9-4ca0-adac-09077266e64c",
            "kind": "empresa",
            "name": "Presenta Comunicacion & Audiovisual",
            "role": "ancla"
          },
          {
            "id": "cda51f4c-2d88-4d6e-b2ac-b4bc5e6d8ad8",
            "kind": "institucion_publica",
            "name": "Universidad de Talca",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 3941343.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-06-12",
            "monto": 1863830.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=752-439-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1566244.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=752-38-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "23064dbe-39d9-4ca0-adac-09077266e64c",
            "kind": "empresa",
            "name": "Presenta Comunicacion & Audiovisual",
            "role": "ancla"
          },
          {
            "id": "c020475d-d5c5-4f91-9196-5d3f2fc5fb9e",
            "kind": "institucion_publica",
            "name": "GOBIERNO REGIONAL DECIMA REGION LOS LAGOS",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 3430074.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-03-19",
            "monto": 414120.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-78-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-21",
            "monto": 821100.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-143-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-29",
            "monto": 554421.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-11210-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 348000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3021-3-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 690000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3021-42-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-29",
            "monto": 465900.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3021-142-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "23064dbe-39d9-4ca0-adac-09077266e64c",
            "kind": "empresa",
            "name": "Presenta Comunicacion & Audiovisual",
            "role": "ancla"
          },
          {
            "id": "4087f8c0-5b41-44d7-8264-3f5fd459f0a4",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE LOTA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 3293541.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-12-21",
            "monto": 476916.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5178-1032-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-16",
            "monto": 356881.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5178-556-CM08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-17",
            "monto": 356881.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5817-8-CM08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-21",
            "monto": 511581.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5485-196-CM08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-20",
            "monto": 410550.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5641-10-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 400770.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5178-689-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 345000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5641-14-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "23064dbe-39d9-4ca0-adac-09077266e64c",
            "kind": "empresa",
            "name": "Presenta Comunicacion & Audiovisual",
            "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": 2858579.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-05-08",
            "monto": 475881.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2280-187-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-17",
            "monto": 1168342.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2284-1198-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 399900.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2280-125-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 490900.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2284-409-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "23064dbe-39d9-4ca0-adac-09077266e64c",
            "kind": "empresa",
            "name": "Presenta Comunicacion & Audiovisual",
            "role": "ancla"
          },
          {
            "id": "165f8b02-5def-4374-8195-778aea56fcc9",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD VALDIVIA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2535023.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-08-17",
            "monto": 475881.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2306-458-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-21",
            "monto": 422450.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2306-717-CM07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-20",
            "monto": 414120.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2306-783-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-30",
            "monto": 389011.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2297-11444-CM08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 399900.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2306-184-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 348000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2306-257-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "23064dbe-39d9-4ca0-adac-09077266e64c",
            "kind": "empresa",
            "name": "Presenta Comunicacion & Audiovisual",
            "role": "ancla"
          },
          {
            "id": "de987c2f-8a94-4b42-9e3b-1c275fc9f7c6",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE OSORNO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2449362.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-26",
            "monto": 475881.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5110-39-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-20",
            "monto": 562751.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5075-13-CM07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-12",
            "monto": 463981.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3443-704-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 399900.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5110-32-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-27",
            "monto": 389900.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3443-249-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "23064dbe-39d9-4ca0-adac-09077266e64c",
            "kind": "empresa",
            "name": "Presenta Comunicacion & Audiovisual",
            "role": "ancla"
          },
          {
            "id": "f9c1f60e-aefd-478b-bbcf-cc11a9edbfd7",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE PURRANQUE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2292413.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-04-24",
            "monto": 1213800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3406-49-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1020000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3406-25-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "23064dbe-39d9-4ca0-adac-09077266e64c",
            "kind": "empresa",
            "name": "Presenta Comunicacion & Audiovisual",
            "role": "ancla"
          },
          {
            "id": "5e703ca6-93b0-40be-bd36-1beef7aad353",
            "kind": "institucion_publica",
            "name": "COMANDO DE APOYO A LA FUERZA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2233800.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 135,
        "monto": 149784044.0,
        "share": 0.8605802392647237
      },
      "periodo": {
        "desde": "2007-01-18",
        "hasta": "2009-06-02"
      },
      "monto_total": 174050062.0,
      "n_contratos": 305,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 50077589.0
        },
        {
          "anio": 2008,
          "monto": 89605553.0
        },
        {
          "anio": 2009,
          "monto": 1427643.0
        }
      ],
      "td_conocidos": 224,
      "n_contrapartes": 138,
      "n_trato_directo": 1,
      "top_contrapartes": [
        {
          "id": "f04a8a67-50a4-48a9-83bc-de4236510b22",
          "name": "UNIVERSIDAD DEL BIO BIO",
          "monto": 9248695.0,
          "share": 0.05313813102807168
        },
        {
          "id": "ed4fa1f6-7bfd-4f5c-97c6-a23d9f85cbb9",
          "name": "SERVICIO DE SALUD HOSPITAL DE SAN FERNANDO",
          "monto": 8063439.0,
          "share": 0.046328274218023546
        },
        {
          "id": "23baf5d8-4d8f-4fd7-9ae5-143ca12cd8e5",
          "name": "UNIVERSIDAD DE PLAYA ANCHA DE CIENCIAS DE LA EDUCACION",
          "monto": 6953884.0,
          "share": 0.03995335548918104
        }
      ],
      "pct_trato_directo": 0.004464285714285714
    },
    "senales": [
      "1 de sus 224 contratos con dato fueron por trato directo (0%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}