{
  "id": "c5ae89ad-4bc4-4826-923c-617257fef2d6",
  "kind": "empresa",
  "canonical_name": "editorial libromar ltda.",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "78064980-1"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 774,
      "monto_sum": 149280344.0,
      "groups": [
        {
          "other": {
            "id": "8b0fd59c-01cf-43a3-b496-33f8f109c639",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD ARTURO PRAT DE IQU - Sede Victoria"
          },
          "direction": "in",
          "count": 18,
          "monto_sum": 16367383.0,
          "date_min": "2007-04-16",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 376276.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2013-751-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 10030530.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2013-233-LE07",
              "source_name": "chilecompra"
            },
            {
              "date": "2015-01-26",
              "monto": 428233.0,
              "date_to": "2015-01-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2057-49-SE15",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-07-07",
              "monto": 238000.0,
              "date_to": "2010-07-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2013-1109-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-19",
              "monto": 444441.0,
              "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=2013-1693-G107",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-07-26",
              "monto": 1188810.0,
              "date_to": "2011-07-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2013-931-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cda51f4c-2d88-4d6e-b2ac-b4bc5e6d8ad8",
            "kind": "institucion_publica",
            "canonical_name": "Universidad de Talca"
          },
          "direction": "in",
          "count": 62,
          "monto_sum": 14414208.0,
          "date_min": "2007-01-02",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 35600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4825-123-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 485100.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4825-71-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 184799.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4825-122-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 340280.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4825-124-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 160400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4825-69-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-02-07",
              "monto": 227660.0,
              "date_to": "2012-02-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-68-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-11-10",
              "monto": 214200.0,
              "date_to": "2008-11-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-11284-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-19",
              "monto": 42364.0,
              "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=4825-265-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-10-30",
              "monto": 172968.0,
              "date_to": "2009-10-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-90-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-04",
              "monto": 110810.0,
              "date_to": "2008-12-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-11313-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a3781282-c18e-4b93-b119-4ca0ee83ebd3",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE IQUIQUE"
          },
          "direction": "in",
          "count": 19,
          "monto_sum": 9048555.0,
          "date_min": "2007-07-19",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 266065.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-1328-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 289387.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-1326-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 242000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-1327-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 420000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-1325-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-07-20",
              "monto": 1326734.0,
              "date_to": "2009-07-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1849-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-12-22",
              "monto": 241030.0,
              "date_to": "2009-12-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-3179-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8ebe4403-f1b3-4f0b-ba05-f9e043965fdc",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cholchol"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 4579922.0,
          "date_min": "2011-10-18",
          "date_max": "2011-10-18",
          "sample": [
            {
              "date": "2011-10-18",
              "monto": 146299.0,
              "date_to": "2011-10-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4734-257-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "aca3c6d6-a6f9-4c21-a769-e4f2c111ed76",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DE REDES ASISTENCIALES"
          },
          "direction": "in",
          "count": 27,
          "monto_sum": 4323980.0,
          "date_min": "2007-03-08",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 241530.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1671-73-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 89000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1671-23-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-08-24",
              "monto": 56184.0,
              "date_to": "2011-08-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5602-648-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-11-28",
              "monto": 81396.0,
              "date_to": "2008-11-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2270-11633-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-08",
              "monto": 105910.0,
              "date_to": "2007-03-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1671-294-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2017-07-20",
              "monto": 218960.0,
              "date_to": "2017-07-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5602-667-SE17",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-15",
              "monto": 35688.0,
              "date_to": "2007-05-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1671-687-R107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "88c032e4-b59c-4450-8ca4-fd93ccbb16de",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 4284000.0,
          "date_min": "2008-10-27",
          "date_max": "2008-10-27",
          "sample": []
        },
        {
          "other": {
            "id": "b97474ca-f66f-445e-95fe-4e99e8281c9c",
            "kind": "institucion_publica",
            "canonical_name": "SECRETARIA REGIONAL MINISTERIAL DE BIENES NACIONALES XI REGION"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 4081350.0,
          "date_min": "2007-02-12",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 583282.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3553-6-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "0ddd8d5f-7716-4cb2-9dc1-f7b013efd3b8",
            "kind": "institucion_publica",
            "canonical_name": "Servicio Regional de la Vivienda y Urbanización Arica y Parinacota"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 3335214.0,
          "date_min": "2008-08-08",
          "date_max": "2013-12-26",
          "sample": []
        },
        {
          "other": {
            "id": "890c5241-925d-444b-8370-f7cf239eecc3",
            "kind": "institucion_publica",
            "canonical_name": "DEFENSORIA PENAL PUBLICA"
          },
          "direction": "in",
          "count": 24,
          "monto_sum": 3118856.0,
          "date_min": "2008-12-12",
          "date_max": "2018-01-19",
          "sample": [
            {
              "date": "2011-12-01",
              "monto": 42187.0,
              "date_to": "2011-12-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1333-301-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-01-18",
              "monto": 244349.0,
              "date_to": "2011-01-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1333-11-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-12-13",
              "monto": 89000.0,
              "date_to": "2010-12-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1877-241-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-12",
              "monto": 75999.0,
              "date_to": "2008-12-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1877-11218-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-12-02",
              "monto": 180639.0,
              "date_to": "2013-12-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1880-227-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-01-13",
              "monto": 107100.0,
              "date_to": "2012-01-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1877-9-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "3545286f-4e1f-4dd5-ba07-5aa9dfc2c07f",
            "kind": "institucion_publica",
            "canonical_name": "U.de Valparaíso-Dirección Capacit. y Formación Téc"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 2891047.0,
          "date_min": "2010-03-22",
          "date_max": "2014-11-19",
          "sample": []
        },
        {
          "other": {
            "id": "c86c856f-1cb4-4b48-8d01-481af74d3e3d",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE COQUIMBO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2642455.0,
          "date_min": "2012-03-22",
          "date_max": "2012-03-22",
          "sample": []
        },
        {
          "other": {
            "id": "b91fed8e-cfa7-4e9a-8df4-5d322d65a87d",
            "kind": "institucion_publica",
            "canonical_name": "Consejo de Defensa del Estado"
          },
          "direction": "in",
          "count": 12,
          "monto_sum": 2555724.0,
          "date_min": "2007-01-18",
          "date_max": "2014-08-14",
          "sample": [
            {
              "date": "2007-08-31",
              "monto": 45378.0,
              "date_to": "2007-08-31",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=605-125-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-31",
              "monto": 53999.0,
              "date_to": "2007-08-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=605-971-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-06-13",
              "monto": 23502.0,
              "date_to": "2011-06-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=605-592-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e4dd306f-5286-4fd4-a452-d75da6e55e27",
            "kind": "institucion_publica",
            "canonical_name": "MINISTERIO DE OBRAS PUBLICAS DIREC CION GRAL DE OO PP DCYF"
          },
          "direction": "in",
          "count": 17,
          "monto_sum": 2380648.0,
          "date_min": "2007-04-10",
          "date_max": "2015-03-20",
          "sample": [
            {
              "date": "2007-04-10",
              "monto": 17800.0,
              "date_to": "2007-04-10",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=977-8-L107",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-03-17",
              "monto": 550793.0,
              "date_to": "2009-03-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1019-301-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-01-06",
              "monto": 99999.0,
              "date_to": "2010-01-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=975-9-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-04-26",
              "monto": 44600.0,
              "date_to": "2012-04-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=993-157-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f1824374-0f77-4142-81a0-65e3d435d0b7",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 16,
          "monto_sum": 2279594.0,
          "date_min": "2007-02-22",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 157084.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3134-28-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-02-22",
              "monto": 186929.0,
              "date_to": "2007-02-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3134-71-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-02",
              "monto": 78189.0,
              "date_to": "2008-06-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3134-404-R108",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-04-02",
              "monto": 512285.0,
              "date_to": "2009-04-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3134-207-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-11-03",
              "monto": 35400.0,
              "date_to": "2011-11-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3134-1357-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-04-01",
              "monto": 154700.0,
              "date_to": "2013-04-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3134-243-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-13",
              "monto": 29750.0,
              "date_to": "2007-04-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3134-154-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-24",
              "monto": 29750.0,
              "date_to": "2007-07-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3134-410-R107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "fcc6323a-7437-4079-808d-19ac8a8127ac",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Los Andes"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 2267554.0,
          "date_min": "2009-04-01",
          "date_max": "2011-05-05",
          "sample": []
        },
        {
          "other": {
            "id": "d4f70440-912d-4233-9f8e-3fd831b3094b",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE QUILLOTA"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 2154969.0,
          "date_min": "2007-06-11",
          "date_max": "2013-06-06",
          "sample": []
        },
        {
          "other": {
            "id": "5ae147df-dc19-4130-98c8-73e959ff0d3c",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE SAN FELIPE"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 2021571.0,
          "date_min": "2010-05-10",
          "date_max": "2012-11-06",
          "sample": []
        },
        {
          "other": {
            "id": "05b3a21a-7b53-4d40-82d3-621c869e2c18",
            "kind": "institucion_publica",
            "canonical_name": "Instituto de Desarrollo Agropecuario - INDAP"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 1734919.0,
          "date_min": "2007-12-28",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 712890.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=609-330-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-28",
              "monto": 848339.0,
              "date_to": "2007-12-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=609-1052-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c84453dd-5136-419c-b7fd-96d9a1f14ab7",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE ANTOFAGASTA"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 1733258.0,
          "date_min": "2009-05-05",
          "date_max": "2013-12-13",
          "sample": [
            {
              "date": "2013-07-08",
              "monto": 362200.0,
              "date_to": "2013-07-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2429-1132-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "49e19694-4887-4b50-bd66-48f9bab8cd6a",
            "kind": "institucion_publica",
            "canonical_name": "Universidad de la Frontera"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1701663.0,
          "date_min": "2011-12-01",
          "date_max": "2012-01-06",
          "sample": []
        },
        {
          "other": {
            "id": "49e11ceb-e296-4220-b612-0d04d1890354",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE BIENESTAR SERVICIO SALUD ACONCAGUA"
          },
          "direction": "in",
          "count": 17,
          "monto_sum": 1543114.0,
          "date_min": "2007-01-19",
          "date_max": "2014-03-28",
          "sample": [
            {
              "date": "2010-01-25",
              "monto": 297500.0,
              "date_to": "2010-01-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2200-66-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-03-19",
              "monto": 29750.0,
              "date_to": "2008-03-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2200-276-R108",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-12",
              "monto": 29750.0,
              "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=2200-715-R107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f1a0381e-aab3-4e7b-af68-c5ed7351a381",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DE PESCA Y ACUICULTURA"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 1520826.0,
          "date_min": "2007-03-05",
          "date_max": "2010-03-04",
          "sample": []
        },
        {
          "other": {
            "id": "369bf0e8-8de5-4550-aa7a-1e7019b1a875",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD DE ARICA Y PARINACOTA"
          },
          "direction": "in",
          "count": 15,
          "monto_sum": 1486941.0,
          "date_min": "2007-06-19",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 246500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=635-205-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-11-05",
              "monto": 29750.0,
              "date_to": "2008-11-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=635-12468-R108",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-04",
              "monto": 66640.0,
              "date_to": "2007-09-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=635-1033-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-02-23",
              "monto": 69899.0,
              "date_to": "2011-02-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=635-215-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b33c3787-2484-44d1-847d-c0da5a77260b",
            "kind": "institucion_publica",
            "canonical_name": "Tesorería General de la República"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1456518.0,
          "date_min": "2008-04-16",
          "date_max": "2016-08-19",
          "sample": []
        },
        {
          "other": {
            "id": "fe661278-9ca3-4c47-b674-52b6a001d045",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud Valparaíso San Antonio"
          },
          "direction": "in",
          "count": 14,
          "monto_sum": 1390237.0,
          "date_min": "2007-03-09",
          "date_max": "2014-01-30",
          "sample": [
            {
              "date": "2009-02-06",
              "monto": 80000.0,
              "date_to": "2009-02-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=956-301-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-10-02",
              "monto": 29750.0,
              "date_to": "2009-10-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=956-2340-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6b04f2e8-3b40-4100-8f49-e1ad537362be",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ARICA"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 1255144.0,
          "date_min": "2007-06-25",
          "date_max": "2011-05-12",
          "sample": [
            {
              "date": "2011-05-12",
              "monto": 223499.0,
              "date_to": "2011-05-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-1258-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-25",
              "monto": 65450.0,
              "date_to": "2007-06-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2585-1281-R107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "22892d23-1d7c-4098-b543-4425af766d1b",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE VALPARAISO"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 1152878.0,
          "date_min": "2007-03-07",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 53190.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2427-431-L108",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-25",
              "monto": 80440.0,
              "date_to": "2008-08-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-13315-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-03-03",
              "monto": 17850.0,
              "date_to": "2009-03-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-391-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-13",
              "monto": 82110.0,
              "date_to": "2008-08-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-13225-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e5a638c7-6ad0-410a-99ea-abd389fc281b",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL TRABAJO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1142380.0,
          "date_min": "2011-12-28",
          "date_max": "2011-12-28",
          "sample": []
        },
        {
          "other": {
            "id": "7fffe39c-fd09-4b0f-8367-5d80a16720f1",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE LA MUJER Y LA EQUIDAD DE GENERO"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 1116343.0,
          "date_min": "2007-09-13",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 223322.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=628-254-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-13",
              "monto": 148750.0,
              "date_to": "2007-09-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=628-597-D107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e1ddb955-f346-4900-a51f-6f0467135e1e",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN PEDRO DE LA PAZ"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 1088283.0,
          "date_min": "2007-01-24",
          "date_max": "2009-01-15",
          "sample": []
        },
        {
          "other": {
            "id": "72b04d33-b13e-41e0-949c-5b9190d73ebc",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN ANTONIO"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 1083878.0,
          "date_min": "2007-02-24",
          "date_max": "2015-05-30",
          "sample": [
            {
              "date": "2015-05-30",
              "monto": 169709.0,
              "date_to": "2015-05-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-572-SE15",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "301b279c-419c-463b-8bcd-372f164b39ae",
            "kind": "institucion_publica",
            "canonical_name": "UNIDAD ADMINISTRADORA DE LOS TRIBUNALES TRIBUTARIOS Y ADUANEROS"
          },
          "direction": "in",
          "count": 15,
          "monto_sum": 1028249.0,
          "date_min": "2010-08-19",
          "date_max": "2015-07-15",
          "sample": []
        },
        {
          "other": {
            "id": "255badad-006c-44ed-99bc-b24e74076bcb",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud Magallanes"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 984724.0,
          "date_min": "2007-03-12",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 267000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2084-14-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e69eba60-6b6b-48d7-a38d-aca89f1ad1cf",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 981461.0,
          "date_min": "2008-09-04",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 448156.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5702-349-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-09-04",
              "monto": 533305.0,
              "date_to": "2008-09-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5702-12157-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "020bdd60-db66-4651-878b-4e9fa2f69e9b",
            "kind": "institucion_publica",
            "canonical_name": "Dirección del Trabajo"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 933602.0,
          "date_min": "2011-12-22",
          "date_max": "2013-12-09",
          "sample": [
            {
              "date": "2013-11-13",
              "monto": 279429.0,
              "date_to": "2013-11-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4619-160-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "168fa63f-95aa-4639-804a-387f2530e425",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LA LIGUA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 929564.0,
          "date_min": "2008-11-11",
          "date_max": "2014-10-08",
          "sample": []
        },
        {
          "other": {
            "id": "eedf2c2f-c634-43ad-8462-faab001ca669",
            "kind": "institucion_publica",
            "canonical_name": "Servicio Nacional de Aduanas"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 902149.0,
          "date_min": "2008-10-30",
          "date_max": "2016-12-16",
          "sample": [
            {
              "date": "2011-08-29",
              "monto": 266888.0,
              "date_to": "2011-08-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=586-515-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-05-17",
              "monto": 257696.0,
              "date_to": "2011-05-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=586-266-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "596ae4fc-d1f5-439c-a220-fcd38bbceb4d",
            "kind": "institucion_publica",
            "canonical_name": "Corporación de Asistencia Judicial de las Regiones de Tarapacá y Antofagasta"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 842226.0,
          "date_min": "2010-02-12",
          "date_max": "2012-01-26",
          "sample": [
            {
              "date": "2010-02-12",
              "monto": 42680.0,
              "date_to": "2010-02-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=575924-4-SE10",
              "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": 3,
          "monto_sum": 821679.0,
          "date_min": "2007-06-27",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 270400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5027-391-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8c8f825a-c6c3-4e16-ae5d-fb9472bdf445",
            "kind": "institucion_publica",
            "canonical_name": "Corporación Nacional de Desarrollo Indígena - CONADI"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 801028.0,
          "date_min": "2007-07-17",
          "date_max": "2013-07-19",
          "sample": []
        },
        {
          "other": {
            "id": "37f3abb1-08cd-4881-9a81-c60f15e32b57",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE LA VIVIENDA Y URBANISMO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 780347.0,
          "date_min": "2013-04-04",
          "date_max": "2013-04-04",
          "sample": []
        },
        {
          "other": {
            "id": "7ec18499-d224-4d60-86be-976c127070a1",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE HUARA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 778626.0,
          "date_min": "2007-12-13",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 327355.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3800-141-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "140f1c05-51e2-4d6e-8a58-3640aafdb320",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE VIÑA DEL MAR"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 703228.0,
          "date_min": "2008-05-13",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 127000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2424-625-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d24c524e-cfb8-40a6-a5ae-112dec3ee6c3",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE COMPRAS Y CONTRATACION PUBLICA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 674409.0,
          "date_min": "2016-12-01",
          "date_max": "2016-12-01",
          "sample": [
            {
              "date": "2016-12-01",
              "monto": 674409.0,
              "date_to": "2016-12-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": null,
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c9cd83a0-ceeb-42ae-bc88-033eb9630127",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE IMPUESTOS INTERNOS DIRECCION"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 672607.0,
          "date_min": "2008-09-04",
          "date_max": "2011-12-02",
          "sample": []
        },
        {
          "other": {
            "id": "8cf3801f-98f3-4e4d-a2c9-7bc2fcaef771",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE PUENTE ALTO"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 655047.0,
          "date_min": "2008-06-12",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 55620.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2422-798-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2015-08-19",
              "monto": 328440.0,
              "date_to": "2015-08-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2422-1516-SE15",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9f021b0a-5f98-4780-8fbe-efa05a379454",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE LA SERENA - Direccion de Extension [INHABILITADO PARA CONTRATAR CON EL ESTADO]"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 646319.0,
          "date_min": "2009-08-18",
          "date_max": "2015-03-10",
          "sample": [
            {
              "date": "2015-03-10",
              "monto": 271320.0,
              "date_to": "2015-03-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5416-175-SE15",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2bf52ed6-700a-43c6-a7c8-e5b6a66c6db9",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE COPIAPO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 635057.0,
          "date_min": "2008-09-11",
          "date_max": "2013-09-05",
          "sample": [
            {
              "date": "2008-09-11",
              "monto": 26999.0,
              "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=2380-12072-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2397a052-fe9b-4aab-a025-e49a38dde2ed",
            "kind": "institucion_publica",
            "canonical_name": "FUERZA AEREA DE CHILE COMANDO LOGISTICO"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 620585.0,
          "date_min": "2007-05-07",
          "date_max": "2012-01-02",
          "sample": [
            {
              "date": "2007-05-07",
              "monto": 15126.0,
              "date_to": "2007-05-07",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3320-161-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ad1e8aba-b12c-4dec-8e24-619c124b4f56",
            "kind": "institucion_publica",
            "canonical_name": "Servicio Nacional de Capacitación y Empleo"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 611553.0,
          "date_min": "2007-08-10",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 279248.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=589-169-CO07",
              "source_name": "chilecompra"
            }
          ]
        }
      ],
      "rest": {
        "counterparties": 187,
        "count": 361,
        "monto_sum": 32124472.0
      }
    }
  },
  "card_updated_at": "2026-07-21T06:54:19.275522+00:00",
  "insights": {
    "stats": {
      "grado": 774,
      "monto_sum": 149280344.0,
      "grado_pctl": 0.7479784366576819,
      "monto_pctl": 0.3028975741239892,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-16",
            "monto": 1844269.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2013-949-SE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-19",
            "monto": 444441.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2013-1693-G107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-24",
            "monto": 447768.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2013-2355-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-02-08",
            "monto": 159600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2013-263-G108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-04-17",
            "monto": 285480.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2013-556-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-04-14",
            "monto": 180880.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2013-484-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-07-07",
            "monto": 238000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2013-1109-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-10-18",
            "monto": 44979.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2013-1743-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-12-14",
            "monto": 138500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2013-2245-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 10030530.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2013-233-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-07-26",
            "monto": 1188810.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2013-931-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-07-19",
            "monto": 121380.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2013-884-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-31",
            "monto": 122808.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2013-1170-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-02-08",
            "monto": 58000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2057-57-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-11-10",
            "monto": 49999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2057-613-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-12-01",
            "monto": 207430.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2013-1851-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-01-26",
            "monto": 428233.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2057-49-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 376276.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2013-751-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c5ae89ad-4bc4-4826-923c-617257fef2d6",
            "kind": "empresa",
            "name": "editorial libromar ltda.",
            "role": "ancla"
          },
          {
            "id": "8b0fd59c-01cf-43a3-b496-33f8f109c639",
            "kind": "institucion_publica",
            "name": "UNIVERSIDAD ARTURO PRAT DE IQU - Sede Victoria",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 16367383.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-01-02",
            "monto": 74089.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-4-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-30",
            "monto": 577269.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-100-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-17",
            "monto": 190876.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-94-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-19",
            "monto": 42364.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-265-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-18",
            "monto": 219910.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-251-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-19",
            "monto": 404933.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-261-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-28",
            "monto": 26775.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-11224-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-11",
            "monto": 69615.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-11192-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-10",
            "monto": 285000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-11259-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-11",
            "monto": 155937.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-11266-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-10",
            "monto": 321300.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-11263-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-27",
            "monto": 212638.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-11283-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-10",
            "monto": 175644.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-11286-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-10",
            "monto": 214200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-11284-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-15",
            "monto": 116620.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-11288-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-31",
            "monto": 393894.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1469-12763-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-04",
            "monto": 110810.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-11313-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-06",
            "monto": 18935.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-11316-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-05-22",
            "monto": 75919.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1469-655-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-06",
            "monto": 48549.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1469-909-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-25",
            "monto": 30940.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-47-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-06",
            "monto": 547790.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-33-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-09-11",
            "monto": 163970.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1469-1268-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-09-10",
            "monto": 500680.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-57-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-09-08",
            "monto": 134999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-50-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-10-30",
            "monto": 719239.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-81-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-10-30",
            "monto": 65331.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-84-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-10-30",
            "monto": 172968.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-90-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-11-04",
            "monto": 22491.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-107-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-11-04",
            "monto": 364372.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-114-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-05-18",
            "monto": 17850.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-28-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-05-18",
            "monto": 196039.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-32-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-06-29",
            "monto": 19040.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-67-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-08-12",
            "monto": 13345.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-162-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-08-02",
            "monto": 387099.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-130-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-04-20",
            "monto": 103089.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1469-311-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-05-04",
            "monto": 89845.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-45-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-05-06",
            "monto": 312166.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-51-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-11-30",
            "monto": 142800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-204-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-11-07",
            "monto": 130498.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-151-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-01-18",
            "monto": 112455.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-14-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-02-07",
            "monto": 227660.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-68-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-08-14",
            "monto": 174774.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-189-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-08-21",
            "monto": 63546.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-200-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-10-11",
            "monto": 63546.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-227-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-01-16",
            "monto": 1037756.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-22-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-06-13",
            "monto": 357000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-109-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-07-31",
            "monto": 107100.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-132-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-08-21",
            "monto": 639030.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-147-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-10-22",
            "monto": 196002.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-171-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-11-08",
            "monto": 49000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-182-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-12-24",
            "monto": 1888732.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-209-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-12-23",
            "monto": 40800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-208-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-06-26",
            "monto": 71400.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-176-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-07-07",
            "monto": 71400.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-191-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-08-25",
            "monto": 142800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-235-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-11-14",
            "monto": 95200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4825-340-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 160400.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4825-69-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 485100.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4825-71-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 184799.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4825-122-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 35600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4825-123-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 340280.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4825-124-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c5ae89ad-4bc4-4826-923c-617257fef2d6",
            "kind": "empresa",
            "name": "editorial libromar ltda.",
            "role": "ancla"
          },
          {
            "id": "cda51f4c-2d88-4d6e-b2ac-b4bc5e6d8ad8",
            "kind": "institucion_publica",
            "name": "Universidad de Talca",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 14414208.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-07-19",
            "monto": 287980.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1724-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-19",
            "monto": 499800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1726-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-19",
            "monto": 245217.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1725-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-19",
            "monto": 344370.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1723-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-21",
            "monto": 789680.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-91-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-20",
            "monto": 1326734.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1849-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-17",
            "monto": 143760.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-3138-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-22",
            "monto": 241030.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-3179-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-04-27",
            "monto": 89250.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1009-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-08-05",
            "monto": 1670760.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1730-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-08-17",
            "monto": 368910.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1793-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-10-21",
            "monto": 296430.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-2190-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-07-07",
            "monto": 1188810.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1172-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-11-14",
            "monto": 189805.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-2257-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-09-08",
            "monto": 148567.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1350-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 289387.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-1326-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 242000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-1327-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 266065.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-1328-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 420000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-1325-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c5ae89ad-4bc4-4826-923c-617257fef2d6",
            "kind": "empresa",
            "name": "editorial libromar ltda.",
            "role": "ancla"
          },
          {
            "id": "a3781282-c18e-4b93-b119-4ca0ee83ebd3",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE IQUIQUE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 9048555.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-03-08",
            "monto": 105910.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1671-294-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-28",
            "monto": 35688.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1671-755-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-15",
            "monto": 35688.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1671-687-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-12",
            "monto": 287420.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1671-864-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-14",
            "monto": 132090.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5602-259-G108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-23",
            "monto": 75196.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1671-11657-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-13",
            "monto": 40698.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5602-11614-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-28",
            "monto": 81396.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2270-11633-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-23",
            "monto": 249269.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5602-423-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-01-05",
            "monto": 181050.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5602-5-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 89000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1671-23-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-10-18",
            "monto": 124950.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1671-630-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-05-18",
            "monto": 188190.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1671-227-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-24",
            "monto": 56184.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5602-648-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-05",
            "monto": 293709.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5602-557-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-11-11",
            "monto": 51499.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1671-749-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-12-19",
            "monto": 366530.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5602-1186-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-12-20",
            "monto": 352313.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=757-3161-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-08-02",
            "monto": 130779.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5602-583-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-10-30",
            "monto": 239190.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1671-919-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-12-19",
            "monto": 236810.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=757-3796-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-12-05",
            "monto": 128999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5602-1210-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-02-15",
            "monto": 172471.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5602-68-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-05-30",
            "monto": 78989.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1671-374-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 241530.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1671-73-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-10-08",
            "monto": 129472.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1656-607-CM15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-07-20",
            "monto": 218960.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5602-667-SE17",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c5ae89ad-4bc4-4826-923c-617257fef2d6",
            "kind": "empresa",
            "name": "editorial libromar ltda.",
            "role": "ancla"
          },
          {
            "id": "aca3c6d6-a6f9-4c21-a769-e4f2c111ed76",
            "kind": "institucion_publica",
            "name": "SUBSECRETARIA DE REDES ASISTENCIALES",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 4323980.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-02-12",
            "monto": 810631.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3553-99-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-24",
            "monto": 59500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3553-409-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-11",
            "monto": 59500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3553-335-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-08",
            "monto": 1398013.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3553-1430-G107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-07",
            "monto": 1170424.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3553-1416-G107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 583282.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3553-6-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c5ae89ad-4bc4-4826-923c-617257fef2d6",
            "kind": "empresa",
            "name": "editorial libromar ltda.",
            "role": "ancla"
          },
          {
            "id": "b97474ca-f66f-445e-95fe-4e99e8281c9c",
            "kind": "institucion_publica",
            "name": "SECRETARIA REGIONAL MINISTERIAL DE BIENES NACIONALES XI REGION",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 4081350.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-01-18",
            "monto": 737208.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=605-40-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-31",
            "monto": 53999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=605-971-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-05",
            "monto": 349085.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=605-11757-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-30",
            "monto": 106812.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=605-12236-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-04-16",
            "monto": 97580.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=605-449-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-03",
            "monto": 23999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=605-1634-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-06-25",
            "monto": 32722.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=605-620-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-06-13",
            "monto": 23502.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=605-592-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-06-04",
            "monto": 52955.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=605-665-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-04-22",
            "monto": 767683.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=605-329-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-08-14",
            "monto": 264801.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=605-690-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-31",
            "monto": 45378.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=605-125-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c5ae89ad-4bc4-4826-923c-617257fef2d6",
            "kind": "empresa",
            "name": "editorial libromar ltda.",
            "role": "ancla"
          },
          {
            "id": "b91fed8e-cfa7-4e9a-8df4-5d322d65a87d",
            "kind": "institucion_publica",
            "name": "Consejo de Defensa del Estado",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2555724.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-11",
            "monto": 21182.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=977-12-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-18",
            "monto": 23800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1239-3-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-27",
            "monto": 53971.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=996-9-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-13",
            "monto": 53550.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2216-12-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-17",
            "monto": 550793.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1019-301-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-05-25",
            "monto": 40000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=998-225-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-01-06",
            "monto": 99999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=975-9-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-02-07",
            "monto": 49980.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1019-114-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-10",
            "monto": 17800.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=977-8-L107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-06-20",
            "monto": 40000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1097-59-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-04-26",
            "monto": 44600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=993-157-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-08-01",
            "monto": 229520.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5750-198-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-09-06",
            "monto": 552154.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=977-225-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-12-03",
            "monto": 47600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=975-1548-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-12-26",
            "monto": 115430.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=977-344-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-07-30",
            "monto": 245350.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5750-141-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-03-20",
            "monto": 194919.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1017-41-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c5ae89ad-4bc4-4826-923c-617257fef2d6",
            "kind": "empresa",
            "name": "editorial libromar ltda.",
            "role": "ancla"
          },
          {
            "id": "e4dd306f-5286-4fd4-a452-d75da6e55e27",
            "kind": "institucion_publica",
            "name": "MINISTERIO DE OBRAS PUBLICAS DIREC CION GRAL DE OO PP DCYF",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2380648.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-02-22",
            "monto": 186929.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3134-71-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-13",
            "monto": 29750.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3134-154-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-24",
            "monto": 29750.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3134-410-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-20",
            "monto": 35700.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3134-169-G108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-16",
            "monto": 29750.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3134-250-G108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-02",
            "monto": 78189.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3134-404-R108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 157084.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3134-28-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-04-02",
            "monto": 512285.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3134-207-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-05-14",
            "monto": 11249.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3134-335-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-30",
            "monto": 59500.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3134-492-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-09-07",
            "monto": 567200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3134-789-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-02-08",
            "monto": 39999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3134-121-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-07-29",
            "monto": 39999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3134-837-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-11-03",
            "monto": 35400.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3134-1357-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-10-25",
            "monto": 312110.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3134-1277-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-04-01",
            "monto": 154700.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3134-243-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c5ae89ad-4bc4-4826-923c-617257fef2d6",
            "kind": "empresa",
            "name": "editorial libromar ltda.",
            "role": "ancla"
          },
          {
            "id": "f1824374-0f77-4142-81a0-65e3d435d0b7",
            "kind": "institucion_publica",
            "name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2279594.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-12-28",
            "monto": 848339.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=609-1052-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-07-01",
            "monto": 27499.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1124-172-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-11-10",
            "monto": 21241.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1124-371-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-12-13",
            "monto": 124950.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=737-105-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 712890.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=609-330-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c5ae89ad-4bc4-4826-923c-617257fef2d6",
            "kind": "empresa",
            "name": "editorial libromar ltda.",
            "role": "ancla"
          },
          {
            "id": "05b3a21a-7b53-4d40-82d3-621c869e2c18",
            "kind": "institucion_publica",
            "name": "Instituto de Desarrollo Agropecuario - INDAP",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1734919.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-06-19",
            "monto": 41650.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=635-628-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-04",
            "monto": 66640.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=635-1033-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-25",
            "monto": 35700.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=635-167-R108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-01-24",
            "monto": 119000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=635-158-R108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-03",
            "monto": 95200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=636-719-R108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-14",
            "monto": 293335.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=635-1025-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-05",
            "monto": 29750.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=635-12468-R108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-05-25",
            "monto": 29750.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=635-543-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-11",
            "monto": 68559.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=635-829-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-01-25",
            "monto": 52600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=635-107-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-08-16",
            "monto": 34349.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=635-948-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-02-23",
            "monto": 69899.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=635-215-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-07-21",
            "monto": 90999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=635-1043-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-01-27",
            "monto": 213010.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=635-114-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 246500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=635-205-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c5ae89ad-4bc4-4826-923c-617257fef2d6",
            "kind": "empresa",
            "name": "editorial libromar ltda.",
            "role": "ancla"
          },
          {
            "id": "369bf0e8-8de5-4550-aa7a-1e7019b1a875",
            "kind": "institucion_publica",
            "name": "SERVICIO DE SALUD DE ARICA Y PARINACOTA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1486941.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-03-07",
            "monto": 28560.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-581-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-27",
            "monto": 63789.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-1895-R108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-04",
            "monto": 63296.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-2319-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-13",
            "monto": 82110.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-13225-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-25",
            "monto": 80440.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-13315-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-03",
            "monto": 17850.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-391-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-19",
            "monto": 24999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-1626-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-09",
            "monto": 583100.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-2564-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-10-27",
            "monto": 92345.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-1986-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-05-10",
            "monto": 63199.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2427-657-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 53190.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2427-431-L108",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c5ae89ad-4bc4-4826-923c-617257fef2d6",
            "kind": "empresa",
            "name": "editorial libromar ltda.",
            "role": "ancla"
          },
          {
            "id": "22892d23-1d7c-4098-b543-4425af766d1b",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE VALPARAISO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1152878.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-09-13",
            "monto": 148750.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=628-597-D107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-14",
            "monto": 265753.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=628-972-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-02-04",
            "monto": 89250.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=628-76-R108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-31",
            "monto": 71400.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=628-213-R108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-22",
            "monto": 187889.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=628-11651-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-25",
            "monto": 49980.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=628-11811-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-04-07",
            "monto": 79999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=628-206-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 223322.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=628-254-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "c5ae89ad-4bc4-4826-923c-617257fef2d6",
            "kind": "empresa",
            "name": "editorial libromar ltda.",
            "role": "ancla"
          },
          {
            "id": "7fffe39c-fd09-4b0f-8367-5d80a16720f1",
            "kind": "institucion_publica",
            "name": "SERVICIO NACIONAL DE LA MUJER Y LA EQUIDAD DE GENERO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1116343.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 225,
        "monto": 109450198.0,
        "share": 0.7331855960889265
      },
      "periodo": {
        "desde": "2007-01-02",
        "hasta": "2018-01-19"
      },
      "monto_total": 149280344.0,
      "n_contratos": 774,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 20811523.0
        },
        {
          "anio": 2008,
          "monto": 16636377.0
        },
        {
          "anio": 2009,
          "monto": 20553739.0
        },
        {
          "anio": 2010,
          "monto": 12199997.0
        },
        {
          "anio": 2011,
          "monto": 23118507.0
        },
        {
          "anio": 2012,
          "monto": 14242231.0
        },
        {
          "anio": 2013,
          "monto": 15366401.0
        },
        {
          "anio": 2014,
          "monto": 3437970.0
        },
        {
          "anio": 2015,
          "monto": 2515528.0
        },
        {
          "anio": 2016,
          "monto": 1654775.0
        },
        {
          "anio": 2017,
          "monto": 811599.0
        },
        {
          "anio": 2018,
          "monto": 62899.0
        }
      ],
      "td_conocidos": 730,
      "n_contrapartes": 228,
      "n_trato_directo": 358,
      "top_contrapartes": [
        {
          "id": "8b0fd59c-01cf-43a3-b496-33f8f109c639",
          "name": "UNIVERSIDAD ARTURO PRAT DE IQU - Sede Victoria",
          "monto": 16367383.0,
          "share": 0.10964191642002111
        },
        {
          "id": "cda51f4c-2d88-4d6e-b2ac-b4bc5e6d8ad8",
          "name": "Universidad de Talca",
          "monto": 14414208.0,
          "share": 0.0965579768492495
        },
        {
          "id": "a3781282-c18e-4b93-b119-4ca0ee83ebd3",
          "name": "ILUSTRE MUNICIPALIDAD DE IQUIQUE",
          "monto": 9048555.0,
          "share": 0.06061451064180291
        }
      ],
      "pct_trato_directo": 0.4904109589041096
    },
    "senales": [
      "358 de sus 730 contratos con dato fueron por trato directo (49%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}