{
  "id": "5120a354-b781-4489-95a1-d9be2c8aa6fc",
  "kind": "empresa",
  "canonical_name": "COMERCIAL RAMSES SA",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "96526580-5"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 814,
      "monto_sum": 324917900.0,
      "groups": [
        {
          "other": {
            "id": "c34086b3-b5f6-4a22-9e76-712d939fad5f",
            "kind": "institucion_publica",
            "canonical_name": "Dirección General de Crédito Prendario - DICREP"
          },
          "direction": "in",
          "count": 27,
          "monto_sum": 28214347.0,
          "date_min": "2008-05-02",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 40150.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1561-4-LE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-10-09",
              "monto": 681691.0,
              "date_to": "2008-10-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1561-11379-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-28",
              "monto": 294596.0,
              "date_to": "2008-08-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1561-11317-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a744f3bb-5953-45f6-ae72-24fc01ef64ca",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LA GRANJA"
          },
          "direction": "in",
          "count": 30,
          "monto_sum": 12313662.0,
          "date_min": "2007-09-10",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 22000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2961-1863-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-10",
              "monto": 26180.0,
              "date_to": "2007-09-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-2375-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-06-23",
              "monto": 96985.0,
              "date_to": "2010-06-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5215-753-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2015-11-25",
              "monto": 524552.0,
              "date_to": "2015-11-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-1742-SE15",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5fdc4f40-20ee-45a5-822f-b6609e7cc198",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE CHILE - Gerencia Comercial y Marketing Hospital"
          },
          "direction": "in",
          "count": 19,
          "monto_sum": 10944214.0,
          "date_min": "2009-05-14",
          "date_max": "2014-10-07",
          "sample": [
            {
              "date": "2012-11-07",
              "monto": 162316.0,
              "date_to": "2012-11-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5756-924-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-11-29",
              "monto": 92820.0,
              "date_to": "2012-11-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5756-1021-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-12-28",
              "monto": 663663.0,
              "date_to": "2012-12-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5490-210-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-05-14",
              "monto": 774690.0,
              "date_to": "2009-05-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5584-52-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-04-01",
              "monto": 133280.0,
              "date_to": "2011-04-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5178-1247-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8cf3801f-98f3-4e4d-a2c9-7bc2fcaef771",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE PUENTE ALTO"
          },
          "direction": "in",
          "count": 19,
          "monto_sum": 9808657.0,
          "date_min": "2007-01-26",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 422550.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2422-810-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 181680.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2422-809-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 123220.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2422-565-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-08-19",
              "monto": 647360.0,
              "date_to": "2013-08-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2422-1184-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "72b04d33-b13e-41e0-949c-5b9190d73ebc",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN ANTONIO"
          },
          "direction": "in",
          "count": 14,
          "monto_sum": 8220355.0,
          "date_min": "2007-07-09",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 148500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2755-618-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1479280.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2755-447-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-12-04",
              "monto": 166600.0,
              "date_to": "2009-12-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-1060-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-09",
              "monto": 1760343.0,
              "date_to": "2007-07-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-871-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-06",
              "monto": 288753.0,
              "date_to": "2008-12-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-11897-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-06-02",
              "monto": 199920.0,
              "date_to": "2016-06-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-513-SE16",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-05-27",
              "monto": 168861.0,
              "date_to": "2009-05-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-487-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "66b345d1-1653-4d53-819c-94b6c4eb5053",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Chillán"
          },
          "direction": "in",
          "count": 11,
          "monto_sum": 6604131.0,
          "date_min": "2013-08-02",
          "date_max": "2020-03-16",
          "sample": [
            {
              "date": "2013-08-02",
              "monto": 2675596.0,
              "date_to": "2013-08-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2467-1520-SE13",
              "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": 19,
          "monto_sum": 6190606.0,
          "date_min": "2007-10-03",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 137280.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=979-97-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-01",
              "monto": 59800.0,
              "date_to": "2008-08-01",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=979-149-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 101200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1506-18-L108",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1547000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=979-227-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-30",
              "monto": 130000.0,
              "date_to": "2007-11-30",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1017-29-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-14",
              "monto": 108000.0,
              "date_to": "2008-08-14",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1106-27-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 91000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=975-136-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-18",
              "monto": 128520.0,
              "date_to": "2008-08-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1106-11108-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-01",
              "monto": 71162.0,
              "date_to": "2008-08-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=979-11471-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-03",
              "monto": 1840930.0,
              "date_to": "2007-10-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=979-821-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "50972d8c-1e64-4de1-8c41-995fdd776ae3",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 26,
          "monto_sum": 5663800.0,
          "date_min": "2007-04-03",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 168630.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1411-554-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 36000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1411-431-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 107250.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1411-426-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 44000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1411-706-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 266000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1411-345-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 13600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1411-764-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 378200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1411-136-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 80950.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1411-276-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-03",
              "monto": 96330.0,
              "date_to": "2007-04-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1411-2018-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-03-29",
              "monto": 73304.0,
              "date_to": "2010-03-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1411-2679-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6a94d161-047e-4787-bc80-059a26cbd5d3",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE SAN FABIAN"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 5270748.0,
          "date_min": "2015-12-04",
          "date_max": "2016-09-02",
          "sample": [
            {
              "date": "2016-09-02",
              "monto": 581910.0,
              "date_to": "2016-09-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4256-223-SE16",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "47f06eaa-8ff8-415d-984a-5bff26de4c51",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO AGRICOLA Y GANADERO"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 4962361.0,
          "date_min": "2007-04-12",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 169800.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1160-128-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 144790.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=612-215-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-10-12",
              "monto": 1113840.0,
              "date_to": "2010-10-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=902-665-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b7fef299-3a93-4006-abbc-9e6eb7ea0426",
            "kind": "institucion_publica",
            "canonical_name": "Comisión Nacional de Investigación Científica y Tecnológicas - CONICYT"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 4943795.0,
          "date_min": "2010-12-18",
          "date_max": "2016-03-17",
          "sample": [
            {
              "date": "2011-09-07",
              "monto": 2883608.0,
              "date_to": "2011-09-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2324-3932-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a9561cde-14c0-4449-a5cf-b2755d34a3ed",
            "kind": "institucion_publica",
            "canonical_name": "Instituto Psiquiátrico Dr. José Horwitz Barak"
          },
          "direction": "in",
          "count": 18,
          "monto_sum": 4855125.0,
          "date_min": "2008-11-10",
          "date_max": "2014-06-30",
          "sample": [
            {
              "date": "2008-11-10",
              "monto": 262752.0,
              "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=1373-12133-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5352e704-c398-4191-9c9e-55218165430a",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 4727096.0,
          "date_min": "2009-06-17",
          "date_max": "2014-10-21",
          "sample": []
        },
        {
          "other": {
            "id": "a9b0a803-02af-461b-beee-fe5997d8b566",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cañete"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 4690425.0,
          "date_min": "2009-06-23",
          "date_max": "2016-09-20",
          "sample": [
            {
              "date": "2011-07-15",
              "monto": 542640.0,
              "date_to": "2011-07-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4020-334-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "99433943-1cb5-434d-be42-1a72f7d01644",
            "kind": "institucion_publica",
            "canonical_name": "Instituto de Seguridad Laboral - ISL"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 4608893.0,
          "date_min": "2007-09-28",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 242300.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2633-59-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 727260.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2630-42-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ff46f4fb-f686-4e07-8428-b8d5bf0e8c33",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE PROVIDENCIA"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 4346097.0,
          "date_min": "2007-06-27",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 561600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2460-383-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-12-15",
              "monto": 220328.0,
              "date_to": "2011-12-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2460-1271-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "06da6dd5-6971-4691-bd69-30e35fe77494",
            "kind": "institucion_publica",
            "canonical_name": "INSTITUTO NACIONAL DE DEPORTES DE CHILE"
          },
          "direction": "in",
          "count": 12,
          "monto_sum": 4209977.0,
          "date_min": "2007-06-25",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 546400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=858-42-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 39500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=858-138-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 607940.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1193-74-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-10-22",
              "monto": 110729.0,
              "date_to": "2008-10-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1201-11211-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-18",
              "monto": 723448.0,
              "date_to": "2007-10-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1193-268-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "aca3c6d6-a6f9-4c21-a769-e4f2c111ed76",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DE REDES ASISTENCIALES"
          },
          "direction": "in",
          "count": 26,
          "monto_sum": 4177424.0,
          "date_min": "2007-04-12",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 32600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=924-321-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 104500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2123-34-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 189000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2122-24-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 39480.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=924-682-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 204400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=162-202-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-04",
              "monto": 45430.0,
              "date_to": "2007-09-04",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=924-416-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 300000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=924-411-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-27",
              "monto": 38794.0,
              "date_to": "2007-06-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=924-647-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-09-15",
              "monto": 428864.0,
              "date_to": "2016-09-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2122-821-SE16",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-31",
              "monto": 357000.0,
              "date_to": "2007-07-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=924-813-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6082dc7f-c660-4f8f-aeba-d060d6cb6aed",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE TOME"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 4026982.0,
          "date_min": "2008-12-23",
          "date_max": "2015-11-11",
          "sample": [
            {
              "date": "2015-02-26",
              "monto": 200288.0,
              "date_to": "2015-02-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-187-SE15",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-23",
              "monto": 147452.0,
              "date_to": "2008-12-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2656-11698-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "27193522-27cd-416f-bd8b-fc9d858d0260",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 3470493.0,
          "date_min": "2007-08-14",
          "date_max": "2007-08-21",
          "sample": [
            {
              "date": "2007-08-14",
              "monto": 1885793.0,
              "date_to": "2007-08-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2561-1442-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "444a69c0-fac8-4906-96b2-fa7b89bdb1cd",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Llay Llay"
          },
          "direction": "in",
          "count": 13,
          "monto_sum": 3366252.0,
          "date_min": "2008-06-05",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 71100.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3882-67-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 959600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3882-90-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8b0fd59c-01cf-43a3-b496-33f8f109c639",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD ARTURO PRAT DE IQU - Sede Victoria"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 3338664.0,
          "date_min": "2010-12-10",
          "date_max": "2010-12-22",
          "sample": []
        },
        {
          "other": {
            "id": "609650cb-1d25-47c1-bb13-9aaace1a0551",
            "kind": "institucion_publica",
            "canonical_name": "PRESIDENCIA DE LA REPUBLICA"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 3318362.0,
          "date_min": "2009-08-11",
          "date_max": "2010-11-17",
          "sample": []
        },
        {
          "other": {
            "id": "e21792b0-9eb6-4db1-bd13-ebb2953a4ccd",
            "kind": "institucion_publica",
            "canonical_name": "Servicio Nacional de Menores"
          },
          "direction": "in",
          "count": 13,
          "monto_sum": 3167868.0,
          "date_min": "2007-06-13",
          "date_max": "NA",
          "sample": [
            {
              "date": "2007-07-31",
              "monto": 98000.0,
              "date_to": "2007-07-31",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1830-60-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 746980.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=901-19-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 275660.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1814-28-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 116240.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1820-48-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-23",
              "monto": 328035.0,
              "date_to": "2008-05-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1814-217-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-04",
              "monto": 24990.0,
              "date_to": "2008-07-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1814-268-R108",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-09-12",
              "monto": 53907.0,
              "date_to": "2008-09-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5399-11348-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6dbedc19-8e6a-4f2f-9035-65ce84b05575",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 3123328.0,
          "date_min": "2008-06-20",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1046195.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1965-111-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7d64675b-6179-4072-ad31-ee95966c266e",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE LOS SERVICIOS DE LA ARMADA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 3109700.0,
          "date_min": "2008-06-11",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 356290.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3167-111-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ac9e01c5-a89f-4c37-9a29-1fadf1249675",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE EDUCACION PUBLICA"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 3075417.0,
          "date_min": "2007-07-12",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 792300.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=596-161-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 40800.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=596-82-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-12-16",
              "monto": 389606.0,
              "date_to": "2008-12-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=596-11408-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f4ed7919-8b9c-4c0e-b508-b1e17f0ca9eb",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOTA"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 2890450.0,
          "date_min": "2009-01-14",
          "date_max": "2016-03-11",
          "sample": []
        },
        {
          "other": {
            "id": "81e2f96a-e71a-45b6-9f35-8fab0c559a0b",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 2828269.0,
          "date_min": "2007-04-09",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 44600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=634-1050-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 25500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=634-246-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-13",
              "monto": 535750.0,
              "date_to": "2007-08-13",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=634-765-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-11-24",
              "monto": 346813.0,
              "date_to": "2009-11-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=634-5626-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "84de5cdf-1a88-46c3-8ade-010d949c166a",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 2816580.0,
          "date_min": "2007-04-25",
          "date_max": "2007-04-26",
          "sample": [
            {
              "date": "2007-04-26",
              "monto": 947300.0,
              "date_to": "2007-04-26",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1407-103-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6b04f2e8-3b40-4100-8f49-e1ad537362be",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ARICA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 2738499.0,
          "date_min": "2011-01-28",
          "date_max": "2016-11-07",
          "sample": []
        },
        {
          "other": {
            "id": "b4418c08-26f6-41e2-9288-ffd55dfa3f63",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE LO ESPEJO"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 2680594.0,
          "date_min": "2012-06-12",
          "date_max": "2016-08-22",
          "sample": []
        },
        {
          "other": {
            "id": "b33c3787-2484-44d1-847d-c0da5a77260b",
            "kind": "institucion_publica",
            "canonical_name": "Tesorería General de la República"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 2650093.0,
          "date_min": "2009-10-27",
          "date_max": "2017-12-05",
          "sample": [
            {
              "date": "2014-04-29",
              "monto": 381990.0,
              "date_to": "2014-04-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=622-565-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "45ea9654-e506-43c8-9cbd-a929b8ec4e2d",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LA PINTANA"
          },
          "direction": "in",
          "count": 14,
          "monto_sum": 2542600.0,
          "date_min": "2009-10-19",
          "date_max": "2016-06-18",
          "sample": [
            {
              "date": "2015-12-22",
              "monto": 213962.0,
              "date_to": "2015-12-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2273-3221-SE15",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-12-19",
              "monto": 247639.0,
              "date_to": "2013-12-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2273-2308-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-12-16",
              "monto": 78778.0,
              "date_to": "2013-12-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2273-2270-SE13",
              "source_name": "chilecompra"
            },
            {
              "date": "2016-02-19",
              "monto": 50872.0,
              "date_to": "2016-02-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2273-317-SE16",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "36e666a8-b981-49ba-b1a0-996c98d7e81c",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE LOGISTICA DE CARABINEROS"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 2507378.0,
          "date_min": "2011-12-15",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 122000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3474-157-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7ce27923-25eb-46c4-b928-b65de2fe3454",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Chimbarongo"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2491324.0,
          "date_min": "2011-06-08",
          "date_max": "2015-01-29",
          "sample": [
            {
              "date": "2011-06-08",
              "monto": 762195.0,
              "date_to": "2011-06-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3730-243-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d7a63bb3-9c53-45a2-ab9e-9b2406f42abd",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CERRILLOS"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 2470630.0,
          "date_min": "2009-09-17",
          "date_max": "2014-06-19",
          "sample": [
            {
              "date": "2009-10-22",
              "monto": 331177.0,
              "date_to": "2009-10-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=324-2515-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-08-19",
              "monto": 382109.0,
              "date_to": "2010-08-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=324-1755-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4f246aa6-67bf-446b-a4c9-e21844c3e2df",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Recoleta"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2444260.0,
          "date_min": "2010-06-14",
          "date_max": "2011-12-22",
          "sample": []
        },
        {
          "other": {
            "id": "7497d4e4-ec12-4519-835e-48960d8e3a00",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ANGELES"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2407013.0,
          "date_min": "2013-11-14",
          "date_max": "2016-10-14",
          "sample": [
            {
              "date": "2013-11-14",
              "monto": 1208445.0,
              "date_to": "2013-11-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-2262-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c6f4adfb-d7b6-46c9-b1e7-654a008776a8",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE SANTIAGO DE CHILE"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 2389281.0,
          "date_min": "2010-09-09",
          "date_max": "2015-10-16",
          "sample": [
            {
              "date": "2014-08-26",
              "monto": 903091.0,
              "date_to": "2014-08-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-2511-SE14",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-06-25",
              "monto": 421117.0,
              "date_to": "2013-06-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5067-1288-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "680a1906-1a89-454b-9fcc-f02d764a58d3",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2342380.0,
          "date_min": "2007-07-10",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1069580.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1402-204-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c86c856f-1cb4-4b48-8d01-481af74d3e3d",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE COQUIMBO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 2329187.0,
          "date_min": "2010-12-30",
          "date_max": "2016-12-29",
          "sample": []
        },
        {
          "other": {
            "id": "d24c524e-cfb8-40a6-a5ae-112dec3ee6c3",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION DE COMPRAS Y CONTRATACION PUBLICA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2241960.0,
          "date_min": "2007-04-19",
          "date_max": "2007-04-19",
          "sample": []
        },
        {
          "other": {
            "id": "2710ee1d-9501-4726-b546-c46adb6b7a8a",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LA COMUNA DE EL BOSQUE"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 2232470.0,
          "date_min": "2007-10-18",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 153000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1736-799-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 136200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1736-266-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-11",
              "monto": 162078.0,
              "date_to": "2008-04-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1736-1163-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2013-04-04",
              "monto": 333200.0,
              "date_to": "2013-04-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1736-1283-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e69eba60-6b6b-48d7-a38d-aca89f1ad1cf",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 2183387.0,
          "date_min": "2008-04-01",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 731500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5702-13-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 229400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5702-9-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "67ac0087-4321-46fd-a1f6-a5dd70d8ac00",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Zapallar"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2167347.0,
          "date_min": "2014-01-24",
          "date_max": "2014-01-24",
          "sample": [
            {
              "date": "2014-01-24",
              "monto": 630938.0,
              "date_to": "2014-01-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4301-62-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d3b456a4-16de-44d1-b25c-c3ee02e12be3",
            "kind": "institucion_publica",
            "canonical_name": "Municipalidad de lo barnechea"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2164024.0,
          "date_min": "2007-12-13",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 843600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2739-289-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9f8f50cd-b309-470b-a015-68291f4175bf",
            "kind": "institucion_publica",
            "canonical_name": "OTEC MUNICIPALIDAD DE CERRO NAVIA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 2075383.0,
          "date_min": "2015-06-03",
          "date_max": "2017-09-05",
          "sample": []
        },
        {
          "other": {
            "id": "9187ed4b-9a7d-47fd-ae55-9ade23823acb",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de La Reina"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 2051893.0,
          "date_min": "2007-01-12",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 326430.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=449-31-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-01-12",
              "monto": 140943.0,
              "date_to": "2007-01-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=449-21-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-02-08",
              "monto": 388451.0,
              "date_to": "2007-02-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=449-99-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "df0b978e-324d-4ad4-a2c9-4e9289790645",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SANTIAGO"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 2033864.0,
          "date_min": "2008-02-18",
          "date_max": "NA",
          "sample": []
        }
      ],
      "rest": {
        "counterparties": 226,
        "count": 400,
        "monto_sum": 104490255.0
      }
    }
  },
  "card_updated_at": "2026-07-21T06:13:18.963781+00:00",
  "insights": {
    "stats": {
      "grado": 814,
      "monto_sum": 324917900.0,
      "grado_pctl": 0.7380636604774535,
      "monto_pctl": 0.4363395225464191,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-05-26",
            "monto": 2001342.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1561-171-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-02",
            "monto": 1796781.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1561-145-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-12",
            "monto": 97270.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1561-194-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-06",
            "monto": 388249.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1561-186-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-04",
            "monto": 2799594.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1561-181-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-12",
            "monto": 507523.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1561-192-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-06",
            "monto": 380811.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1561-185-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-05",
            "monto": 178987.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1561-183-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-12",
            "monto": 420343.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1561-191-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-12",
            "monto": 936292.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1561-193-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-06",
            "monto": 132173.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1561-184-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-17",
            "monto": 96390.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1561-227-R108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-10",
            "monto": 21420.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1561-221-R108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-05",
            "monto": 96390.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1561-11247-R108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-28",
            "monto": 294596.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1561-11317-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-03",
            "monto": 135898.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1561-11339-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-09",
            "monto": 681691.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1561-11379-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-07",
            "monto": 289503.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1561-11441-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-26",
            "monto": 26180.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1561-11525-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-26",
            "monto": 1714552.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1561-11524-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-14",
            "monto": 12019000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1561-12-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-16",
            "monto": 187663.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1561-44-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-24",
            "monto": 314755.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1561-47-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-02-24",
            "monto": 241094.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1561-46-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-04-02",
            "monto": 428400.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1561-96-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-04-20",
            "monto": 1987300.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1561-112-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 40150.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1561-4-LE08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "5120a354-b781-4489-95a1-d9be2c8aa6fc",
            "kind": "empresa",
            "name": "COMERCIAL RAMSES SA",
            "role": "ancla"
          },
          {
            "id": "c34086b3-b5f6-4a22-9e76-712d939fad5f",
            "kind": "institucion_publica",
            "name": "Dirección General de Crédito Prendario - DICREP",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 28214347.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-09-10",
            "monto": 26180.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-2375-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-07",
            "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=2961-13496-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-04-21",
            "monto": 1017450.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-893-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-22",
            "monto": 373957.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-1440-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-21",
            "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=2961-1674-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-10-22",
            "monto": 466420.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-2790-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-06-23",
            "monto": 96985.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5215-753-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-07-14",
            "monto": 160650.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-2361-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-01-16",
            "monto": 79968.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-109-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-03-12",
            "monto": 200753.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-423-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-04-11",
            "monto": 1388587.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-566-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-02-17",
            "monto": 156723.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-175-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-05-27",
            "monto": 276556.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-685-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-08-06",
            "monto": 518364.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-992-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-08-06",
            "monto": 201705.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-991-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-09-04",
            "monto": 212415.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-1165-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-05-19",
            "monto": 460530.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-785-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-07-08",
            "monto": 169575.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-1026-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-12-11",
            "monto": 427388.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-1691-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-12-11",
            "monto": 232466.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-1692-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-03-24",
            "monto": 294525.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-392-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-04-02",
            "monto": 699125.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-453-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-04-14",
            "monto": 1426215.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-536-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-04-10",
            "monto": 281137.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-513-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-11-25",
            "monto": 524552.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-1742-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-08-01",
            "monto": 345100.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5214-303-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-08-08",
            "monto": 691152.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5215-845-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-10-11",
            "monto": 583100.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": null,
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-09-07",
            "monto": 861084.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2961-1016-SE17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 22000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2961-1863-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "5120a354-b781-4489-95a1-d9be2c8aa6fc",
            "kind": "empresa",
            "name": "COMERCIAL RAMSES SA",
            "role": "ancla"
          },
          {
            "id": "a744f3bb-5953-45f6-ae72-24fc01ef64ca",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE LA GRANJA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 12313662.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-01-26",
            "monto": 196254.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2422-146-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-01-26",
            "monto": 596428.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2422-148-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-01-26",
            "monto": 22812.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2422-147-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-02-01",
            "monto": 140182.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2422-181-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-27",
            "monto": 502834.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2422-1023-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-05",
            "monto": 216199.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2422-1111-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-07",
            "monto": 146631.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2422-745-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-05-28",
            "monto": 1448468.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2422-758-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-08",
            "monto": 566202.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2422-873-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-09-27",
            "monto": 1342367.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2422-1801-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-12-24",
            "monto": 853051.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2422-2432-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-26",
            "monto": 558395.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2422-1532-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-05-14",
            "monto": 914991.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2422-655-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-06-14",
            "monto": 338793.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2422-855-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-08-19",
            "monto": 647360.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2422-1184-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-05-04",
            "monto": 590240.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2422-740-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 181680.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2422-809-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 422550.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2422-810-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 123220.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2422-565-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "5120a354-b781-4489-95a1-d9be2c8aa6fc",
            "kind": "empresa",
            "name": "COMERCIAL RAMSES SA",
            "role": "ancla"
          },
          {
            "id": "8cf3801f-98f3-4e4d-a2c9-7bc2fcaef771",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE PUENTE ALTO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 9808657.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-07-09",
            "monto": 1760343.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-871-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-28",
            "monto": 176715.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-1261-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-06",
            "monto": 288753.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-11897-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-05-27",
            "monto": 168861.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-487-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-09-24",
            "monto": 282030.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-833-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-04",
            "monto": 185045.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-1061-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-04",
            "monto": 166600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-1060-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-04-19",
            "monto": 1340416.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-329-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-03-09",
            "monto": 658903.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-242-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-04-22",
            "monto": 700672.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-372-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-05-19",
            "monto": 664317.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-461-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-06-02",
            "monto": 199920.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-513-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1479280.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2755-447-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 148500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2755-618-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "5120a354-b781-4489-95a1-d9be2c8aa6fc",
            "kind": "empresa",
            "name": "COMERCIAL RAMSES SA",
            "role": "ancla"
          },
          {
            "id": "72b04d33-b13e-41e0-949c-5b9190d73ebc",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE SAN ANTONIO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 8220355.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-10-03",
            "monto": 1840930.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=979-821-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-04",
            "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=1017-218-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-03",
            "monto": 108290.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=975-774-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-02-28",
            "monto": 333200.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1106-30-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-23",
            "monto": 120428.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1506-100-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-27",
            "monto": 163363.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=979-456-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-12",
            "monto": 431613.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=979-11488-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-18",
            "monto": 128520.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1106-11108-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-01",
            "monto": 71162.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=979-11471-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-04-27",
            "monto": 21420.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=977-85-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1547000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=979-227-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-30",
            "monto": 130000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1017-29-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 91000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=975-136-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 280000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1106-3-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 101200.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1506-18-L108",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 137280.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=979-97-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-12",
            "monto": 362700.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=979-134-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-14",
            "monto": 108000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1106-27-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-01",
            "monto": 59800.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=979-149-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "5120a354-b781-4489-95a1-d9be2c8aa6fc",
            "kind": "empresa",
            "name": "COMERCIAL RAMSES SA",
            "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": 6190606.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-03",
            "monto": 96330.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1411-2018-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-27",
            "monto": 39984.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1411-2640-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-19",
            "monto": 127627.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1411-2420-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-12",
            "monto": 316540.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1411-2254-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-19",
            "monto": 16184.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1411-3950-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-02-26",
            "monto": 450058.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1411-1338-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-29",
            "monto": 202514.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1411-3273-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-23",
            "monto": 52360.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1411-4053-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-05-18",
            "monto": 314041.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1411-4381-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-05-15",
            "monto": 176477.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1411-4354-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-05-13",
            "monto": 351288.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1411-4251-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-06-04",
            "monto": 72828.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1411-5028-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-02-09",
            "monto": 1514632.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1411-1184-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-03-29",
            "monto": 73304.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1411-2679-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-05-19",
            "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=1411-4486-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-06-30",
            "monto": 202419.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1411-5773-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 80950.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1411-276-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 266000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1411-345-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 107250.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1411-426-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 36000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1411-431-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-12-17",
            "monto": 126854.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1411-11255-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 13600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1411-764-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-07-25",
            "monto": 197730.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1411-6536-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 378200.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1411-136-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 168630.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1411-554-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 44000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1411-706-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "5120a354-b781-4489-95a1-d9be2c8aa6fc",
            "kind": "empresa",
            "name": "COMERCIAL RAMSES SA",
            "role": "ancla"
          },
          {
            "id": "50972d8c-1e64-4de1-8c41-995fdd776ae3",
            "kind": "institucion_publica",
            "name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 5663800.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-12",
            "monto": 219079.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1160-269-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-27",
            "monto": 172300.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=612-1472-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-15",
            "monto": 141372.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1160-1462-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-03-08",
            "monto": 1718360.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1162-169-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-10-12",
            "monto": 1113840.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=902-665-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 144790.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=612-215-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 169800.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1160-128-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-08-30",
            "monto": 1282820.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=902-510-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "5120a354-b781-4489-95a1-d9be2c8aa6fc",
            "kind": "empresa",
            "name": "COMERCIAL RAMSES SA",
            "role": "ancla"
          },
          {
            "id": "47f06eaa-8ff8-415d-984a-5bff26de4c51",
            "kind": "institucion_publica",
            "name": "SERVICIO AGRICOLA Y GANADERO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 4962361.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-09-28",
            "monto": 288337.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2633-101-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-27",
            "monto": 1038527.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2630-84-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-24",
            "monto": 2312469.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5555-11363-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 242300.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2633-59-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 727260.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2630-42-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "5120a354-b781-4489-95a1-d9be2c8aa6fc",
            "kind": "empresa",
            "name": "COMERCIAL RAMSES SA",
            "role": "ancla"
          },
          {
            "id": "99433943-1cb5-434d-be42-1a72f7d01644",
            "kind": "institucion_publica",
            "name": "Instituto de Seguridad Laboral - ISL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 4608893.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-06-27",
            "monto": 668304.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2460-457-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-21",
            "monto": 1760010.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2460-611-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-10-23",
            "monto": 655690.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2460-920-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-12-15",
            "monto": 220328.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2460-1271-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-01-21",
            "monto": 480165.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2460-183-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 561600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2460-383-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "5120a354-b781-4489-95a1-d9be2c8aa6fc",
            "kind": "empresa",
            "name": "COMERCIAL RAMSES SA",
            "role": "ancla"
          },
          {
            "id": "ff46f4fb-f686-4e07-8428-b8d5bf0e8c33",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE PROVIDENCIA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 4346097.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-06-25",
            "monto": 47005.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=858-363-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-18",
            "monto": 723448.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1193-268-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-11",
            "monto": 32725.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1193-337-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-04-29",
            "monto": 650216.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=858-259-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-09",
            "monto": 564060.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1201-11138-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-22",
            "monto": 110729.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1201-11211-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-10-22",
            "monto": 536095.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1201-11207-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-12-07",
            "monto": 214914.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=929-431-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-06-02",
            "monto": 136945.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=928-168-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 39500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=858-138-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 607940.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1193-74-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 546400.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=858-42-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "5120a354-b781-4489-95a1-d9be2c8aa6fc",
            "kind": "empresa",
            "name": "COMERCIAL RAMSES SA",
            "role": "ancla"
          },
          {
            "id": "06da6dd5-6971-4691-bd69-30e35fe77494",
            "kind": "institucion_publica",
            "name": "INSTITUTO NACIONAL DE DEPORTES DE CHILE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 4209977.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-12",
            "monto": 224910.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2122-208-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-27",
            "monto": 38794.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=924-647-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-06-29",
            "monto": 124355.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2123-621-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-31",
            "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=924-813-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-14",
            "monto": 54061.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=924-896-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-04",
            "monto": 155771.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=924-1007-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-30",
            "monto": 46981.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=924-1169-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-27",
            "monto": 243236.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=162-1120-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-09",
            "monto": 170170.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2123-11702-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-04-16",
            "monto": 68306.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2122-125-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-06-11",
            "monto": 229908.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1656-262-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 189000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2122-24-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-06-10",
            "monto": 58905.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1671-301-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 104500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2123-34-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-11-29",
            "monto": 117810.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=924-809-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-12-19",
            "monto": 117810.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=924-1006-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-01-10",
            "monto": 208250.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=757-30-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 32600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=924-321-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-09-15",
            "monto": 428864.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2122-821-SE16",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-10-26",
            "monto": 212058.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": null,
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2016-10-20",
            "monto": 323905.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": null,
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 300000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=924-411-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2017-09-13",
            "monto": 80920.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2122-826-SE17",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-04",
            "monto": 45430.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=924-416-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 39480.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=924-682-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 204400.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=162-202-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "5120a354-b781-4489-95a1-d9be2c8aa6fc",
            "kind": "empresa",
            "name": "COMERCIAL RAMSES SA",
            "role": "ancla"
          },
          {
            "id": "aca3c6d6-a6f9-4c21-a769-e4f2c111ed76",
            "kind": "institucion_publica",
            "name": "SUBSECRETARIA DE REDES ASISTENCIALES",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 4177424.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-08-14",
            "monto": 1885793.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2561-1442-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-21",
            "monto": 1584700.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2561-130-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "5120a354-b781-4489-95a1-d9be2c8aa6fc",
            "kind": "empresa",
            "name": "COMERCIAL RAMSES SA",
            "role": "ancla"
          },
          {
            "id": "27193522-27cd-416f-bd8b-fc9d858d0260",
            "kind": "institucion_publica",
            "name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 3470493.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 236,
        "monto": 273445677.0,
        "share": 0.8415839108894894
      },
      "periodo": {
        "desde": "2007-01-12",
        "hasta": "2020-03-16"
      },
      "monto_total": 324917900.0,
      "n_contratos": 814,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 40607736.0
        },
        {
          "anio": 2008,
          "monto": 34659493.0
        },
        {
          "anio": 2009,
          "monto": 43123534.0
        },
        {
          "anio": 2010,
          "monto": 31185251.0
        },
        {
          "anio": 2011,
          "monto": 22292564.0
        },
        {
          "anio": 2012,
          "monto": 23934038.0
        },
        {
          "anio": 2013,
          "monto": 22986678.0
        },
        {
          "anio": 2014,
          "monto": 20424131.0
        },
        {
          "anio": 2015,
          "monto": 24845982.0
        },
        {
          "anio": 2016,
          "monto": 26444311.0
        },
        {
          "anio": 2017,
          "monto": 4320649.0
        },
        {
          "anio": 2018,
          "monto": 1342998.0
        },
        {
          "anio": 2020,
          "monto": 907375.0
        }
      ],
      "td_conocidos": 685,
      "n_contrapartes": 239,
      "n_trato_directo": 60,
      "top_contrapartes": [
        {
          "id": "c34086b3-b5f6-4a22-9e76-712d939fad5f",
          "name": "Dirección General de Crédito Prendario - DICREP",
          "monto": 28214347.0,
          "share": 0.08683531132018273
        },
        {
          "id": "a744f3bb-5953-45f6-ae72-24fc01ef64ca",
          "name": "ILUSTRE MUNICIPALIDAD DE LA GRANJA",
          "monto": 12313662.0,
          "share": 0.03789776432754243
        },
        {
          "id": "5fdc4f40-20ee-45a5-822f-b6609e7cc198",
          "name": "UNIVERSIDAD DE CHILE - Gerencia Comercial y Marketing Hospital",
          "monto": 10944214.0,
          "share": 0.03368301346278552
        }
      ],
      "pct_trato_directo": 0.08759124087591241
    },
    "senales": [
      "60 de sus 685 contratos con dato fueron por trato directo (9%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}