{
  "id": "b7b0d913-c214-4b04-9c04-55300dd95de1",
  "kind": "empresa",
  "canonical_name": "Casa Galvez y Cia Ltda",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "78908460-2"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 474,
      "monto_sum": 303438779.0,
      "groups": [
        {
          "other": {
            "id": "85345081-1aca-4c7a-b9d4-a9a2df446080",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE COLBUN"
          },
          "direction": "in",
          "count": 10,
          "monto_sum": 13925384.0,
          "date_min": "2008-06-10",
          "date_max": "NA",
          "sample": [
            {
              "date": "2008-08-08",
              "monto": 299000.0,
              "date_to": "2008-08-08",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4171-11039-L108",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 3429153.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4171-56-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 790906.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4171-55-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-11-23",
              "monto": 1062396.0,
              "date_to": "2010-11-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4171-1834-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-01-09",
              "monto": 1243550.0,
              "date_to": "2009-01-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4171-46-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7497d4e4-ec12-4519-835e-48960d8e3a00",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ANGELES"
          },
          "direction": "in",
          "count": 15,
          "monto_sum": 11679978.0,
          "date_min": "2007-10-08",
          "date_max": "NA",
          "sample": [
            {
              "date": "2008-08-06",
              "monto": 440000.0,
              "date_to": "2008-08-06",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2409-425-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 486500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2409-549-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-05-18",
              "monto": 212415.0,
              "date_to": "2009-05-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-865-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-08-19",
              "monto": 523600.0,
              "date_to": "2008-08-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-11875-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-07-08",
              "monto": 109999.0,
              "date_to": "2009-07-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-1109-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-12-03",
              "monto": 1887340.0,
              "date_to": "2010-12-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-2251-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4087f8c0-5b41-44d7-8264-3f5fd459f0a4",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOTA"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 8404806.0,
          "date_min": "2008-03-26",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 723705.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3021-30-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 480400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3021-31-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 420200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3021-98-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "67d6bb78-0d56-451d-a5b9-0ae5bcfd53bd",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Mariquina"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 7527559.0,
          "date_min": "2009-03-06",
          "date_max": "2010-07-09",
          "sample": []
        },
        {
          "other": {
            "id": "4800ce89-3ada-402c-a3c5-742675c689f1",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE CONSTITUCION"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 7083567.0,
          "date_min": "2007-04-17",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 2057667.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2827-99-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 523426.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2827-101-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-10-26",
              "monto": 1430975.0,
              "date_to": "2009-10-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2827-838-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-17",
              "monto": 622876.0,
              "date_to": "2007-04-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2827-171-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "95f74c44-a6e4-4664-89c1-76ebc100c228",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Tierra Amarilla"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 6925395.0,
          "date_min": "2009-11-04",
          "date_max": "2018-10-25",
          "sample": []
        },
        {
          "other": {
            "id": "f2f97d78-9d78-40b8-b6bd-aba6c62c037e",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cisnes"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 6657507.0,
          "date_min": "2007-12-12",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1686672.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3791-117-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-11-15",
              "monto": 1378499.0,
              "date_to": "2012-11-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3791-3185-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "07c58ae5-2ca4-4d26-aedf-237e4e0ce054",
            "kind": "institucion_publica",
            "canonical_name": "Municipalidad de Huechuraba"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 6631513.0,
          "date_min": "2011-09-05",
          "date_max": "2017-08-30",
          "sample": [
            {
              "date": "2015-05-19",
              "monto": 1636012.0,
              "date_to": "2015-05-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2791-125-SE15",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "92588a9c-45a9-453f-9451-c8627a94a0ba",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MARIA ELENA"
          },
          "direction": "in",
          "count": 14,
          "monto_sum": 6158286.0,
          "date_min": "2007-05-09",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 217000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3149-64-L107",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 210000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3149-22-L108",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1201300.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3147-24-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 352941.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3147-22-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-04-19",
              "monto": 161804.0,
              "date_to": "2011-04-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3149-216-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-14",
              "monto": 249900.0,
              "date_to": "2008-05-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3149-193-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-29",
              "monto": 258230.0,
              "date_to": "2007-11-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3149-435-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-05-10",
              "monto": 359800.0,
              "date_to": "2012-05-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3147-71-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-09",
              "monto": 419999.0,
              "date_to": "2007-05-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3147-34-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b4013785-aa37-406f-895e-44402fae18cd",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Puerto Varas"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 5727011.0,
          "date_min": "2007-08-14",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 176400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2853-329-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 1491200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2853-218-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-11-19",
              "monto": 2074967.0,
              "date_to": "2009-11-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2853-452-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "91330891-fae6-44ad-aa4d-717e7181664e",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Codegua"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 5675550.0,
          "date_min": "2007-07-12",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 326800.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4737-27-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-12",
              "monto": 1649100.0,
              "date_to": "2007-07-12",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4737-24-LE07",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-08-18",
              "monto": 567630.0,
              "date_to": "2010-08-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4737-132-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-08-08",
              "monto": 511819.0,
              "date_to": "2012-08-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4737-228-SE12",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "3cd93b02-7689-4ba2-8d30-fd9e683048d2",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE PORTEZUELO"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 4889019.0,
          "date_min": "2008-08-18",
          "date_max": "2015-06-17",
          "sample": [
            {
              "date": "2015-06-17",
              "monto": 1961500.0,
              "date_to": "2015-06-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3599-208-SE15",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cb4ad90f-55ab-4194-89fc-dacd912b228a",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Requínoa"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 4357978.0,
          "date_min": "2012-08-24",
          "date_max": "2013-05-15",
          "sample": [
            {
              "date": "2013-05-15",
              "monto": 4157979.0,
              "date_to": "2013-05-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3664-101-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f9c1f60e-aefd-478b-bbcf-cc11a9edbfd7",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE PURRANQUE"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 4087557.0,
          "date_min": "2008-09-03",
          "date_max": "2011-02-21",
          "sample": [
            {
              "date": "2008-09-03",
              "monto": 184000.0,
              "date_to": "2008-09-03",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3443-242-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-08-25",
              "monto": 185640.0,
              "date_to": "2010-08-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5110-336-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-02-21",
              "monto": 1559376.0,
              "date_to": "2011-02-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5110-57-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-09-03",
              "monto": 218960.0,
              "date_to": "2008-09-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3443-11434-SE08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-12-09",
              "monto": 1223320.0,
              "date_to": "2009-12-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5110-284-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "867bb950-5bdb-4bf8-a792-fbc1c9c6d389",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Santa María"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 4082258.0,
          "date_min": "2009-07-07",
          "date_max": "2016-10-07",
          "sample": [
            {
              "date": "2015-06-08",
              "monto": 398999.0,
              "date_to": "2015-06-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3822-289-SE15",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-07-07",
              "monto": 2998262.0,
              "date_to": "2009-07-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3822-100-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-07-26",
              "monto": 137999.0,
              "date_to": "2011-07-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3820-354-SE11",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "72b04d33-b13e-41e0-949c-5b9190d73ebc",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN ANTONIO"
          },
          "direction": "in",
          "count": 12,
          "monto_sum": 3987984.0,
          "date_min": "2007-02-09",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 94000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2755-95-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 160000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2755-94-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 140000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2756-89-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-03",
              "monto": 352900.0,
              "date_to": "2007-05-03",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2756-32-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-04-28",
              "monto": 1255093.0,
              "date_to": "2010-04-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2756-214-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6eea4f44-896e-48d6-9bd8-7a1dd4aebd7b",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cañete"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 3983187.0,
          "date_min": "2008-07-08",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 527305.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4034-60-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "245fa11f-a574-44e8-b25c-e8edff497fc6",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE SAN PEDRO DE ATACAMA"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 3741016.0,
          "date_min": "2008-08-20",
          "date_max": "2012-08-22",
          "sample": []
        },
        {
          "other": {
            "id": "ea6821df-f8ee-4e81-8561-d1f6992d6e0a",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Yungay"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 3710775.0,
          "date_min": "2007-01-15",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 352000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3589-3-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-08-28",
              "monto": 2344895.0,
              "date_to": "2009-08-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3589-191-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d656996d-d321-4360-a85c-994bdcc7ba51",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Quemchi"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3570357.0,
          "date_min": "2009-12-09",
          "date_max": "2009-12-09",
          "sample": []
        },
        {
          "other": {
            "id": "66b345d1-1653-4d53-819c-94b6c4eb5053",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Chillán"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 3466646.0,
          "date_min": "2008-04-08",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 440000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2471-50-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-11-26",
              "monto": 568225.0,
              "date_to": "2009-11-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2471-1165-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-02-25",
              "monto": 1223201.0,
              "date_to": "2010-02-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2471-123-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "8f6b8cbc-3e04-4d5c-b715-fe6c0315a2cb",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ILLAPEL"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 3258039.0,
          "date_min": "2011-07-28",
          "date_max": "2014-09-26",
          "sample": [
            {
              "date": "2013-09-06",
              "monto": 2160742.0,
              "date_to": "2013-09-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3511-697-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "f4abffbd-ef1c-4463-b262-5964b666f5fd",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LLANQUIHUE"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 3150166.0,
          "date_min": "2008-04-23",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1191400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2806-19-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "425cdcf7-88a7-4e58-ba7e-b9b636b13cf2",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TUCAPEL"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 3130935.0,
          "date_min": "2008-06-09",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 495800.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3305-48-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-09",
              "monto": 590002.0,
              "date_to": "2008-06-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3305-426-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-09-28",
              "monto": 47600.0,
              "date_to": "2010-09-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3305-1181-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "3be9c4c3-2150-4b22-b3c7-fd8c4213f93d",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MEJILLONES"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 3084300.0,
          "date_min": "2008-07-08",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 970000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3858-66-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-09-09",
              "monto": 960000.0,
              "date_to": "2008-09-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3858-11160-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "165f8b02-5def-4374-8195-778aea56fcc9",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD VALDIVIA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 3057348.0,
          "date_min": "2013-05-03",
          "date_max": "2013-05-03",
          "sample": []
        },
        {
          "other": {
            "id": "1780018f-4e47-4b97-a747-b0093378b97f",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de San Rosendo"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2968545.0,
          "date_min": "2008-04-21",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1355500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4379-8-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e1ddb955-f346-4900-a51f-6f0467135e1e",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN PEDRO DE LA PAZ"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 2847393.0,
          "date_min": "2008-07-30",
          "date_max": "2014-06-26",
          "sample": [
            {
              "date": "2008-07-30",
              "monto": 252000.0,
              "date_to": "2008-07-30",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2785-10204-L108",
              "source_name": "chilecompra"
            },
            {
              "date": "2011-12-19",
              "monto": 498848.0,
              "date_to": "2011-12-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2787-964-SE11",
              "source_name": "chilecompra"
            },
            {
              "date": "2014-06-26",
              "monto": 245500.0,
              "date_to": "2014-06-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2787-355-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1ec47aa0-5b18-4133-a9fe-e4d59edee9fb",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Graneros"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2743635.0,
          "date_min": "2007-05-16",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 807505.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4562-80-LE07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6399d6ad-84b3-4e56-99a4-73868500baff",
            "kind": "institucion_publica",
            "canonical_name": "DELEGACIÓN PRESIDENCIAL PROVINCIAL DE PALENA"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 2691243.0,
          "date_min": "2007-02-14",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 713400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2012-40-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "12bba402-9efe-48ce-a162-9719b8d01ce6",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE EL QUISCO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2688908.0,
          "date_min": "2015-05-11",
          "date_max": "2015-05-11",
          "sample": []
        },
        {
          "other": {
            "id": "67c97adb-47d3-40fa-8376-60c67c512fc3",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE HUALQUI DEPARTAMENTO DE SALUD"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2624175.0,
          "date_min": "2010-07-15",
          "date_max": "2011-10-13",
          "sample": []
        },
        {
          "other": {
            "id": "b769ad3f-cce1-49b9-b0dd-9426322729bb",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Villa Alegre"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 2574938.0,
          "date_min": "2008-09-11",
          "date_max": "2019-10-04",
          "sample": [
            {
              "date": "2014-06-13",
              "monto": 405500.0,
              "date_to": "2014-06-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=547641-279-SE14",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "63455a5a-5273-4db9-8eb5-882c47650382",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Perquenco"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2569868.0,
          "date_min": "2011-12-26",
          "date_max": "2011-12-30",
          "sample": []
        },
        {
          "other": {
            "id": "d4f70440-912d-4233-9f8e-3fd831b3094b",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE QUILLOTA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2550450.0,
          "date_min": "2010-07-05",
          "date_max": "2010-07-05",
          "sample": []
        },
        {
          "other": {
            "id": "444a69c0-fac8-4906-96b2-fa7b89bdb1cd",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Llay Llay"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 2527816.0,
          "date_min": "2007-06-07",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 76000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4532-43-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 50000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4532-29-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 347400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4532-23-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5db3ab3f-9dc0-4170-b609-d32d67bb35bf",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Curacaví"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2447662.0,
          "date_min": "2007-05-15",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 1117654.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4201-105-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2c954227-f930-4286-9a70-f57159da1969",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Coihueco"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 2366962.0,
          "date_min": "2007-01-08",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 237100.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1468-3-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-01-19",
              "monto": 282149.0,
              "date_to": "2007-01-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1468-7-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6911719e-610c-44f3-8451-95d1e4630f21",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Laja"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 2313010.0,
          "date_min": "2007-04-27",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 609000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3736-56-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-07-30",
              "monto": 114002.0,
              "date_to": "2012-07-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3736-758-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-27",
              "monto": 724710.0,
              "date_to": "2007-04-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3736-149-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "68451189-d8f3-42cc-991d-281b57c82520",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cabildo"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 2283253.0,
          "date_min": "2009-09-10",
          "date_max": "2013-06-25",
          "sample": [
            {
              "date": "2012-08-10",
              "monto": 1872941.0,
              "date_to": "2012-08-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4561-199-SE12",
              "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": 2247434.0,
          "date_min": "2008-08-26",
          "date_max": "2008-10-27",
          "sample": [
            {
              "date": "2008-08-26",
              "monto": 749700.0,
              "date_to": "2008-08-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2735-11894-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1614db36-d00b-4993-93dc-5173f9ff00d0",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de La Unión"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 2240318.0,
          "date_min": "2007-08-16",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 117648.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3335-155-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 763000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3335-149-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-16",
              "monto": 49899.0,
              "date_to": "2007-08-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3335-658-R107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "aac7f227-c38b-4f35-884d-a446ab2af6d2",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TALCAHUANO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2218041.0,
          "date_min": "2009-12-28",
          "date_max": "2013-03-05",
          "sample": [
            {
              "date": "2013-03-05",
              "monto": 407456.0,
              "date_to": "2013-03-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2361-272-SE13",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "28ec4cbc-701d-4a24-bf46-ba8824c68386",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Teno"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2161754.0,
          "date_min": "2011-04-05",
          "date_max": "2011-04-05",
          "sample": []
        },
        {
          "other": {
            "id": "abe677f3-b692-4dda-b093-a4b3b25c677b",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Huasco"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 2103087.0,
          "date_min": "2009-01-21",
          "date_max": "2012-10-18",
          "sample": [
            {
              "date": "2010-10-12",
              "monto": 521815.0,
              "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=3739-286-SE10",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ced9dbc0-bf11-4aec-88e5-b960aee2630b",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Lanco"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 2090830.0,
          "date_min": "2010-07-09",
          "date_max": "2010-07-09",
          "sample": []
        },
        {
          "other": {
            "id": "1eda1e2f-8e55-46fd-9175-f5111b5c82af",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Pichidegua"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 2050370.0,
          "date_min": "2009-12-13",
          "date_max": "2013-08-29",
          "sample": []
        },
        {
          "other": {
            "id": "63aaba74-14ed-4f93-a451-d2f75f40ed8c",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Caldera"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 2017221.0,
          "date_min": "2007-04-26",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 70000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4190-265-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 595500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5106-6-L107",
              "source_name": "chilecompra"
            },
            {
              "date": "2010-10-29",
              "monto": 559776.0,
              "date_to": "2010-10-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4194-441-SE10",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-30",
              "monto": 83300.0,
              "date_to": "2008-06-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4190-378-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a862f93e-ce91-4896-89a2-792f0f738c9e",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TIRUA"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1985034.0,
          "date_min": "2008-09-05",
          "date_max": "2013-11-12",
          "sample": [
            {
              "date": "2008-09-05",
              "monto": 304997.0,
              "date_to": "2008-09-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4857-11216-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "fbb51b13-d49a-4323-bb95-958dfeee48af",
            "kind": "institucion_publica",
            "canonical_name": "MUNICIPALIDAD DE PEÑAFLOR"
          },
          "direction": "in",
          "count": 8,
          "monto_sum": 1981974.0,
          "date_min": "2008-05-15",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 131300.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2733-43-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 292700.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2733-44-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 207800.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2733-42-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-15",
              "monto": 156247.0,
              "date_to": "2008-05-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2733-47-OC08",
              "source_name": "chilecompra"
            },
            {
              "date": "2012-07-24",
              "monto": 82467.0,
              "date_to": "2012-07-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2733-469-SE12",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-15",
              "monto": 348313.0,
              "date_to": "2008-05-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2733-49-OC08",
              "source_name": "chilecompra"
            }
          ]
        }
      ],
      "rest": {
        "counterparties": 145,
        "count": 244,
        "monto_sum": 104190737.0
      }
    }
  },
  "card_updated_at": "2026-07-21T06:13:18.963781+00:00",
  "insights": {
    "stats": {
      "grado": 474,
      "monto_sum": 303438779.0,
      "grado_pctl": 0.6190948133465477,
      "monto_pctl": 0.42186983812355466,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-06-10",
            "monto": 4080692.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4171-303-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-10",
            "monto": 2131052.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4171-306-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-08",
            "monto": 355810.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4171-11243-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-11-03",
            "monto": 106210.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4171-11538-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-01-09",
            "monto": 1243550.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4171-46-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-11-23",
            "monto": 1062396.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4171-1834-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-08-31",
            "monto": 426615.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4171-1935-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 790906.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4171-55-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 3429153.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4171-56-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-08",
            "monto": 299000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4171-11039-L108",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b7b0d913-c214-4b04-9c04-55300dd95de1",
            "kind": "empresa",
            "name": "Casa Galvez y Cia Ltda",
            "role": "ancla"
          },
          {
            "id": "85345081-1aca-4c7a-b9d4-a9a2df446080",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE COLBUN",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 13925384.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-10-08",
            "monto": 578935.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-904-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-19",
            "monto": 523600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-11875-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-04-17",
            "monto": 198135.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-606-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-05-18",
            "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=2409-865-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-07-08",
            "monto": 109999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-1109-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-15",
            "monto": 606305.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-2314-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-28",
            "monto": 1226533.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-2486-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-05-04",
            "monto": 1130381.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-607-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-12-03",
            "monto": 1887340.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-2251-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-05-13",
            "monto": 583338.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-735-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-09-12",
            "monto": 2581110.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-1744-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-05-25",
            "monto": 147560.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-1157-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-10-26",
            "monto": 967827.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-2555-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 486500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2409-549-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-08-06",
            "monto": 440000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2409-425-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b7b0d913-c214-4b04-9c04-55300dd95de1",
            "kind": "empresa",
            "name": "Casa Galvez y Cia Ltda",
            "role": "ancla"
          },
          {
            "id": "7497d4e4-ec12-4519-835e-48960d8e3a00",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE LOS ANGELES",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 11679978.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-03-26",
            "monto": 2940252.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-109-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-28",
            "monto": 571676.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-116-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-06-24",
            "monto": 1500114.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-307-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-10-07",
            "monto": 887502.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-850-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-12-03",
            "monto": 356167.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-1091-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-09-02",
            "monto": 524790.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3021-1359-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 723705.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3021-30-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 480400.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3021-31-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 420200.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3021-98-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b7b0d913-c214-4b04-9c04-55300dd95de1",
            "kind": "empresa",
            "name": "Casa Galvez y Cia Ltda",
            "role": "ancla"
          },
          {
            "id": "4087f8c0-5b41-44d7-8264-3f5fd459f0a4",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE LOTA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 8404806.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-17",
            "monto": 622876.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2827-171-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-17",
            "monto": 2448623.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2827-172-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-10-26",
            "monto": 1430975.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2827-838-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 2057667.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2827-99-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 523426.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2827-101-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b7b0d913-c214-4b04-9c04-55300dd95de1",
            "kind": "empresa",
            "name": "Casa Galvez y Cia Ltda",
            "role": "ancla"
          },
          {
            "id": "4800ce89-3ada-402c-a3c5-742675c689f1",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE CONSTITUCION",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 7083567.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-12-12",
            "monto": 2007139.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3791-521-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-04-27",
            "monto": 364199.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3791-1275-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-11-15",
            "monto": 1378499.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3791-3185-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-12-12",
            "monto": 889999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3791-3453-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-12-17",
            "monto": 330999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3791-3531-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1686672.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3791-117-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b7b0d913-c214-4b04-9c04-55300dd95de1",
            "kind": "empresa",
            "name": "Casa Galvez y Cia Ltda",
            "role": "ancla"
          },
          {
            "id": "f2f97d78-9d78-40b8-b6bd-aba6c62c037e",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Cisnes",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 6657507.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-05-11",
            "monto": 1429547.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3147-42-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-09",
            "monto": 419999.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3147-34-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-28",
            "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=3147-103-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-29",
            "monto": 258230.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3149-435-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-05-14",
            "monto": 249900.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3149-193-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-10-27",
            "monto": 320800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3149-529-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-04-19",
            "monto": 161804.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3149-216-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-05-10",
            "monto": 359800.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3147-71-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-10-04",
            "monto": 337365.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3149-791-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 352941.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3147-22-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2013-05-10",
            "monto": 401600.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3147-120-SE13",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1201300.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3147-24-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 217000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3149-64-L107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 210000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3149-22-L108",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b7b0d913-c214-4b04-9c04-55300dd95de1",
            "kind": "empresa",
            "name": "Casa Galvez y Cia Ltda",
            "role": "ancla"
          },
          {
            "id": "92588a9c-45a9-453f-9451-c8627a94a0ba",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE MARIA ELENA",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 6158286.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-08-14",
            "monto": 1774528.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2853-244-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-11-20",
            "monto": 209916.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2853-336-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-11-19",
            "monto": 2074967.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2853-452-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 1491200.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2853-218-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 176400.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2853-329-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b7b0d913-c214-4b04-9c04-55300dd95de1",
            "kind": "empresa",
            "name": "Casa Galvez y Cia Ltda",
            "role": "ancla"
          },
          {
            "id": "b4013785-aa37-406f-895e-44402fae18cd",
            "kind": "institucion_publica",
            "name": "I. Municipalidad de Puerto Varas",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 5727011.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-07-12",
            "monto": 2149378.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4737-21-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-02",
            "monto": 81931.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4737-30-CA07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-13",
            "monto": 388892.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4737-32-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-08-18",
            "monto": 567630.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4737-132-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-08-08",
            "monto": 511819.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4737-228-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-12",
            "monto": 1649100.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4737-24-LE07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 326800.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4737-27-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b7b0d913-c214-4b04-9c04-55300dd95de1",
            "kind": "empresa",
            "name": "Casa Galvez y Cia Ltda",
            "role": "ancla"
          },
          {
            "id": "91330891-fae6-44ad-aa4d-717e7181664e",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Codegua",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 5675550.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-09-03",
            "monto": 218960.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3443-11434-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-09",
            "monto": 1223320.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5110-284-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-08-03",
            "monto": 716261.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5110-272-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-08-25",
            "monto": 185640.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5110-336-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2011-02-21",
            "monto": 1559376.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5110-57-SE11",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-03",
            "monto": 184000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3443-242-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b7b0d913-c214-4b04-9c04-55300dd95de1",
            "kind": "empresa",
            "name": "Casa Galvez y Cia Ltda",
            "role": "ancla"
          },
          {
            "id": "f9c1f60e-aefd-478b-bbcf-cc11a9edbfd7",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE PURRANQUE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 4087557.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-02-09",
            "monto": 190400.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-172-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-02-09",
            "monto": 111860.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-169-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 160000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2755-94-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 94000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2755-95-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-25",
            "monto": 419951.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2756-101-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-07-15",
            "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=2756-231-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-09-03",
            "monto": 195160.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2756-11124-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-12-06",
            "monto": 380205.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-11892-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-04-28",
            "monto": 1255093.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2756-214-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-03",
            "monto": 352900.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2756-32-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2014-04-09",
            "monto": 521815.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2756-161-SE14",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 140000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2756-89-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b7b0d913-c214-4b04-9c04-55300dd95de1",
            "kind": "empresa",
            "name": "Casa Galvez y Cia Ltda",
            "role": "ancla"
          },
          {
            "id": "72b04d33-b13e-41e0-949c-5b9190d73ebc",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE SAN ANTONIO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 3987984.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-07-08",
            "monto": 984130.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4034-151-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-03-05",
            "monto": 549185.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4034-69-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-05-12",
            "monto": 583100.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4034-287-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2010-08-30",
            "monto": 300832.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4034-576-SE10",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2012-06-12",
            "monto": 293216.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4034-285-SE12",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2015-03-17",
            "monto": 295599.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4034-138-SE15",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2018-05-04",
            "monto": 449820.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4034-302-SE18",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 527305.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4034-60-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b7b0d913-c214-4b04-9c04-55300dd95de1",
            "kind": "empresa",
            "name": "Casa Galvez y Cia Ltda",
            "role": "ancla"
          },
          {
            "id": "6eea4f44-896e-48d6-9bd8-7a1dd4aebd7b",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Cañete",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 3983187.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-01-15",
            "monto": 418880.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3589-2-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-08-28",
            "monto": 2344895.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3589-191-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-10-26",
            "monto": 595000.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3589-248-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 352000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3589-3-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "b7b0d913-c214-4b04-9c04-55300dd95de1",
            "kind": "empresa",
            "name": "Casa Galvez y Cia Ltda",
            "role": "ancla"
          },
          {
            "id": "ea6821df-f8ee-4e81-8561-d1f6992d6e0a",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Yungay",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 3710775.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 165,
        "monto": 269428611.0,
        "share": 0.8879175294862361
      },
      "periodo": {
        "desde": "2007-01-03",
        "hasta": "2019-10-04"
      },
      "monto_total": 303438779.0,
      "n_contratos": 474,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 37732488.0
        },
        {
          "anio": 2008,
          "monto": 44711364.0
        },
        {
          "anio": 2009,
          "monto": 43750893.0
        },
        {
          "anio": 2010,
          "monto": 40673884.0
        },
        {
          "anio": 2011,
          "monto": 28863850.0
        },
        {
          "anio": 2012,
          "monto": 17153715.0
        },
        {
          "anio": 2013,
          "monto": 18531999.0
        },
        {
          "anio": 2014,
          "monto": 13241618.0
        },
        {
          "anio": 2015,
          "monto": 11971273.0
        },
        {
          "anio": 2016,
          "monto": 2248794.0
        },
        {
          "anio": 2017,
          "monto": 3954547.0
        },
        {
          "anio": 2018,
          "monto": 2364230.0
        },
        {
          "anio": 2019,
          "monto": 900998.0
        }
      ],
      "td_conocidos": 383,
      "n_contrapartes": 168,
      "n_trato_directo": 75,
      "top_contrapartes": [
        {
          "id": "85345081-1aca-4c7a-b9d4-a9a2df446080",
          "name": "ILUSTRE MUNICIPALIDAD DE COLBUN",
          "monto": 13925384.0,
          "share": 0.045891906255001114
        },
        {
          "id": "7497d4e4-ec12-4519-835e-48960d8e3a00",
          "name": "I MUNICIPALIDAD DE LOS ANGELES",
          "monto": 11679978.0,
          "share": 0.038492041256203445
        },
        {
          "id": "4087f8c0-5b41-44d7-8264-3f5fd459f0a4",
          "name": "I MUNICIPALIDAD DE LOTA",
          "monto": 8404806.0,
          "share": 0.027698523002559275
        }
      ],
      "pct_trato_directo": 0.195822454308094
    },
    "senales": [
      "75 de sus 383 contratos con dato fueron por trato directo (20%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}