{
  "id": "3a6038ad-405c-4cf4-8a11-253ab3d50f1e",
  "kind": "empresa",
  "canonical_name": "Proex Ltda",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "76529160-7"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 315,
      "monto_sum": 82119557.0,
      "groups": [
        {
          "other": {
            "id": "6eea4f44-896e-48d6-9bd8-7a1dd4aebd7b",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cañete"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 13740751.0,
          "date_min": "2009-06-25",
          "date_max": "2009-12-23",
          "sample": [
            {
              "date": "2009-11-18",
              "monto": 1856400.0,
              "date_to": "2009-11-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4034-526-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-12-23",
              "monto": 1755964.0,
              "date_to": "2009-12-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4034-591-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-06-25",
              "monto": 3262980.0,
              "date_to": "2009-06-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4034-273-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-08-07",
              "monto": 1227366.0,
              "date_to": "2009-08-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4034-330-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "00fb148f-34c9-4ae0-a895-fa9de4a5b120",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Arauco"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 10386320.0,
          "date_min": "2008-10-27",
          "date_max": "2008-10-27",
          "sample": [
            {
              "date": "2008-10-27",
              "monto": 10386320.0,
              "date_to": "2008-10-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1735-11015-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5c8bce1a-08ef-4167-8b12-00c0611b37da",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION SERVICIO DE SALUD TALCAHUANO"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 2584506.0,
          "date_min": "2007-01-17",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 211640.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2073-99-CO07",
              "source_name": "chilecompra"
            },
            {
              "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=4724-6-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 616500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4724-3-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-01-19",
              "monto": 418880.0,
              "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=4724-4-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "36f473bf-5b2f-495c-b6f8-6f0ddd685f69",
            "kind": "institucion_publica",
            "canonical_name": "CENTRAL DE ABASTECIMIENTO DEL SISTEMA NACIONAL DE SERVICIO DE SALUD"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 2143812.0,
          "date_min": "2007-08-21",
          "date_max": "NA",
          "sample": []
        },
        {
          "other": {
            "id": "02bda496-b5fe-469b-b91c-66971ca7b1a1",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD METROPOLITANO SUR HOSP"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1943187.0,
          "date_min": "2007-06-07",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 766400.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2069-712-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 120900.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2069-353-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-07",
              "monto": 912016.0,
              "date_to": "2007-06-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2069-4675-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "42c7cc84-45b0-4510-bc80-cd0bdd1a31dc",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TUCAPEL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1572858.0,
          "date_min": "2008-01-25",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 718200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3303-2-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-01-25",
              "monto": 854658.0,
              "date_to": "2008-01-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3303-9-SE08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e21792b0-9eb6-4db1-bd13-ebb2953a4ccd",
            "kind": "institucion_publica",
            "canonical_name": "Servicio Nacional de Menores"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 1519095.0,
          "date_min": "2007-03-22",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 379780.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=901-16-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 13890.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1833-32-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 133740.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1823-37-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-22",
              "monto": 16529.0,
              "date_to": "2007-03-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1833-134-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-10",
              "monto": 451938.0,
              "date_to": "2007-05-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=901-153-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "03f1bdec-e9af-48ef-8230-cd1fe086dc9d",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud  Concepción"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1473870.0,
          "date_min": "2007-11-21",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 673000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1213-379-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-21",
              "monto": 800870.0,
              "date_to": "2007-11-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1213-1016-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1b211227-1ce1-40a1-aa05-d103b4248298",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TOME"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1425680.0,
          "date_min": "2007-05-29",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 175970.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2664-143-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 475026.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2664-90-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "df0b978e-324d-4ad4-a2c9-4e9289790645",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SANTIAGO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1410360.0,
          "date_min": "2007-12-18",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 644000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2452-217-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-18",
              "monto": 766360.0,
              "date_to": "2007-12-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2452-1007-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1b6c653b-bf50-4421-a130-1df23aa9f742",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Lebu"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1399880.0,
          "date_min": "2007-03-15",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 57540.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4189-48-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6cf81a9f-6c69-43dc-b3ce-db775170fef3",
            "kind": "institucion_publica",
            "canonical_name": "Complejo Asistencial Dr. Victor Ríos Ruíz"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1321008.0,
          "date_min": "2007-06-01",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 603200.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5012-166-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-01",
              "monto": 717808.0,
              "date_to": "2007-06-01",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5012-2579-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "47f06eaa-8ff8-415d-984a-5bff26de4c51",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO AGRICOLA Y GANADERO"
          },
          "direction": "in",
          "count": 9,
          "monto_sum": 1265338.0,
          "date_min": "2007-03-01",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 19600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=904-34-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-01",
              "monto": 399440.0,
              "date_to": "2007-03-01",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1160-92-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-29",
              "monto": 30590.0,
              "date_to": "2007-03-29",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=760-50-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-15",
              "monto": 475333.0,
              "date_to": "2007-05-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1160-396-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-31",
              "monto": 36402.0,
              "date_to": "2007-03-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=760-297-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "aade941b-ddd0-4aa7-87d3-9b54aeed6eb8",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Máfil"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1177203.0,
          "date_min": "2007-04-27",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 537536.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3630-29-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-27",
              "monto": 639667.0,
              "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=3630-46-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "935f2f0c-ef2a-4d98-b431-94b45eb437b4",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE ÑUÑOA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1090182.0,
          "date_min": "2007-03-29",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 497800.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2376-115-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7abf92ba-9c9a-4db1-9a14-4bfcef82337b",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LAS CABRAS"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1082955.0,
          "date_min": "2007-05-22",
          "date_max": "2007-05-22",
          "sample": [
            {
              "date": "2007-05-22",
              "monto": 494500.0,
              "date_to": "2007-05-22",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3689-41-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9d479f9e-1fa8-4cf5-ad0e-177ffc8c9541",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Catemu"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1070055.0,
          "date_min": "2007-05-23",
          "date_max": "NA",
          "sample": [
            {
              "date": "2007-05-23",
              "monto": 581445.0,
              "date_to": "2007-05-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4282-91-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5989bbf5-b269-4d8e-a836-0edbae1e7f40",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TOME"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 1060159.0,
          "date_min": "2009-07-28",
          "date_max": "2009-07-28",
          "sample": []
        },
        {
          "other": {
            "id": "a9b0a803-02af-461b-beee-fe5997d8b566",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cañete"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 1058427.0,
          "date_min": "2007-03-02",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 147300.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4020-32-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 336000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4035-7-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-19",
              "monto": 175287.0,
              "date_to": "2007-03-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4020-145-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-02",
              "monto": 399840.0,
              "date_to": "2007-03-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4035-19-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a744f3bb-5953-45f6-ae72-24fc01ef64ca",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE LA GRANJA"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 1010947.0,
          "date_min": "2007-04-18",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 213300.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5215-356-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 188000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5215-215-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 60320.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5215-312-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-18",
              "monto": 223720.0,
              "date_to": "2007-04-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5215-253-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-25",
              "monto": 71780.0,
              "date_to": "2007-05-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5215-442-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-29",
              "monto": 253827.0,
              "date_to": "2007-05-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5215-462-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d8c4d76d-617b-4704-b506-7dd398b4a1fc",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD METROPOLITANO OCCIDENTE HOSPITAL DE CURACAVI"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1009524.0,
          "date_min": "2007-09-03",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 460970.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1642-104-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-03",
              "monto": 548554.0,
              "date_to": "2007-09-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1642-680-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "92ccad83-2df2-4684-8f24-e8a83970171b",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 972281.0,
          "date_min": "2007-03-20",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 370000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1969-537-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 50164.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1969-1055-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 23800.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1969-216-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-29",
              "monto": 59695.0,
              "date_to": "2007-06-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1969-2954-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "aca3c6d6-a6f9-4c21-a769-e4f2c111ed76",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DE REDES ASISTENCIALES"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 877308.0,
          "date_min": "2007-02-06",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 107528.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2132-24-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 183388.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2270-19-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-21",
              "monto": 218231.0,
              "date_to": "2007-03-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2270-273-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-04",
              "monto": 130521.0,
              "date_to": "2007-05-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2270-438-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-02-06",
              "monto": 127958.0,
              "date_to": "2007-02-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2132-56-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "020bdd60-db66-4651-878b-4e9fa2f69e9b",
            "kind": "institucion_publica",
            "canonical_name": "Dirección del Trabajo"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 875912.0,
          "date_min": "2007-04-27",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 399960.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4629-74-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-27",
              "monto": 475952.0,
              "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=4629-269-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7ab772cb-c0d5-4a61-b99f-2fff6dafc2c8",
            "kind": "institucion_publica",
            "canonical_name": "Corporación Nacional Forestal - CONAF"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 859983.0,
          "date_min": "2007-02-23",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 201567.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1088-9-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-02-23",
              "monto": 239864.0,
              "date_to": "2007-02-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1088-19-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-14",
              "monto": 227432.0,
              "date_to": "2007-03-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1421-67-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "67ac0087-4321-46fd-a1f6-a5dd70d8ac00",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Zapallar"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 823440.0,
          "date_min": "2007-05-02",
          "date_max": "NA",
          "sample": []
        },
        {
          "other": {
            "id": "656db778-c696-4a72-8513-e6db74602035",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE QUINTA NORMAL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 764047.0,
          "date_min": "2007-03-19",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 348880.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2453-204-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "eb585617-dd5f-461b-8bbc-a732087ea8fc",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cauquenes"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 742048.0,
          "date_min": "2007-08-13",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 70035.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=434-302-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-14",
              "monto": 319872.0,
              "date_to": "2007-09-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1709-309-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-13",
              "monto": 83341.0,
              "date_to": "2007-08-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=434-541-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7c8d55c2-303c-4c5b-8c72-bf12e9359f21",
            "kind": "institucion_publica",
            "canonical_name": "Hospital Padre Alberto Hurtado"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 742033.0,
          "date_min": "2007-04-24",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 135500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1676-660-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-24",
              "monto": 241960.0,
              "date_to": "2007-04-24",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1676-1424-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-04",
              "monto": 161245.0,
              "date_to": "2007-06-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1676-2001-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "0e720385-624b-49bb-972b-e1c5f079217b",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD LIBERTADOR BDO OHIGGINS"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 716130.0,
          "date_min": "2007-05-18",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 327000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1398-50-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-18",
              "monto": 389130.0,
              "date_to": "2007-05-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1398-484-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "068fd5dc-6db7-4872-b2b4-343da6fd2027",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ALAMOS DEPTO COMUNAL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 642385.0,
          "date_min": "2009-12-29",
          "date_max": "2009-12-29",
          "sample": [
            {
              "date": "2009-12-29",
              "monto": 356881.0,
              "date_to": "2009-12-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4560-689-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-12-29",
              "monto": 285504.0,
              "date_to": "2009-12-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4560-694-SE09",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c69d6c44-c015-4c7f-8661-61b66834b5d8",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE MACHALI"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 613156.0,
          "date_min": "2007-03-20",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 279980.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3152-40-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-20",
              "monto": 333176.0,
              "date_to": "2007-03-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3152-119-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a4f8b8b4-60bd-4d4f-9a6e-3934a027efdc",
            "kind": "institucion_publica",
            "canonical_name": "HOSPITAL CLINICO HERMINDA MARTIN"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 609535.0,
          "date_min": "2007-03-16",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 108000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1370-17-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 111642.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1370-26-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-02",
              "monto": 128520.0,
              "date_to": "2007-04-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1370-203-SE07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-16",
              "monto": 128520.0,
              "date_to": "2007-03-16",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1370-168-SE07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "de1e8029-1f7b-4e77-a247-ef216a2fc8fd",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD IQUIQUE"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 590445.0,
          "date_min": "2007-01-05",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 210690.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1647-5-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-13",
              "monto": 70114.0,
              "date_to": "2007-06-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1637-90-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-01-05",
              "monto": 250721.0,
              "date_to": "2007-01-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1647-69-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e0725a77-3e67-4162-9cf1-94b28e8759a1",
            "kind": "institucion_publica",
            "canonical_name": "HOSPITAL SAN AGUSTIN DE LA LIGUA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 527104.0,
          "date_min": "2007-04-09",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 155920.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2171-50-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-09",
              "monto": 185544.0,
              "date_to": "2007-04-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2171-505-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-09",
              "monto": 185640.0,
              "date_to": "2007-10-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2171-1604-G107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "d0417f88-936b-4dcd-a41b-fd4ab9f6264e",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Contulmo"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 525600.0,
          "date_min": "2007-03-19",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 240000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4478-6-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-19",
              "monto": 285600.0,
              "date_to": "2007-03-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4478-17-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9b36a026-c269-46dc-9787-30559db7f2b4",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Puerto Octay"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 516840.0,
          "date_min": "2007-07-04",
          "date_max": "NA",
          "sample": [
            {
              "date": "2007-07-04",
              "monto": 280840.0,
              "date_to": "2007-07-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2863-33-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "66b345d1-1653-4d53-819c-94b6c4eb5053",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Chillán"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 503728.0,
          "date_min": "2007-06-08",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 97700.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2470-176-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-08",
              "monto": 116263.0,
              "date_to": "2007-06-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2470-496-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b4d5fe0d-9fc1-41f9-a6fa-1fa13eb812c5",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD COQUIMBO HOSPITAL LA SERENA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 501510.0,
          "date_min": "2007-06-27",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 229000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2105-988-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-27",
              "monto": 272510.0,
              "date_to": "2007-06-27",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2105-1955-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cbf066a5-e7a3-4572-8017-d9008904df3f",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD SUR HOSPITAL SANATORIO EL PINO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 501318.0,
          "date_min": "2007-01-10",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 179780.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1541-6-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 500.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1541-220-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-26",
              "monto": 107100.0,
              "date_to": "2007-06-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1541-2718-SE07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-01-10",
              "monto": 213938.0,
              "date_to": "2007-01-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1541-138-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "680a1906-1a89-454b-9fcc-f02d764a58d3",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 490560.0,
          "date_min": "2007-06-20",
          "date_max": "2007-06-21",
          "sample": [
            {
              "date": "2007-06-21",
              "monto": 224000.0,
              "date_to": "2007-06-21",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1402-182-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "696d1291-824c-406c-85bf-5d8d4e05413b",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD SUR HOSPITAL SAN LUIS"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 480299.0,
          "date_min": "2007-02-23",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 51760.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2104-61-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 159600.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2104-35-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-02-23",
              "monto": 189924.0,
              "date_to": "2007-02-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2104-470-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-10",
              "monto": 17421.0,
              "date_to": "2007-05-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2104-1161-R107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ced9dbc0-bf11-4aec-88e5-b960aee2630b",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Lanco"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 475054.0,
          "date_min": "2007-04-20",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 28920.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2905-107-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-20",
              "monto": 223720.0,
              "date_to": "2007-04-20",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2908-42-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "06f4b352-3b89-47b3-b829-1cf40b1420e8",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Florida"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 465900.0,
          "date_min": "2007-07-10",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 212740.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3577-24-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-10",
              "monto": 253160.0,
              "date_to": "2007-07-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3577-36-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "041a4bc1-4061-46bb-b968-b09ea9c56993",
            "kind": "institucion_publica",
            "canonical_name": "Hospital Doctor Hernán Henríquez Aravena"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 459900.0,
          "date_min": "2007-01-25",
          "date_max": "NA",
          "sample": [
            {
              "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=1380-120-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-01-25",
              "monto": 249900.0,
              "date_to": "2007-01-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1380-510-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "ac79cdc1-fea9-464e-9cd5-9e13b1c03bb7",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Calle Larga"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 447417.0,
          "date_min": "2007-02-02",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 204300.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4111-6-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "65b93cb5-30b3-4ac6-ab7a-dde363e7411f",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD METROPOLITANO NORTE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 429021.0,
          "date_min": "2007-06-08",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 195900.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1963-112-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-08",
              "monto": 233121.0,
              "date_to": "2007-06-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1963-520-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1254e990-86a3-4234-a8e5-c5b7f7294501",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Florida"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 422494.0,
          "date_min": "2007-06-14",
          "date_max": "2007-06-15",
          "sample": [
            {
              "date": "2007-06-15",
              "monto": 192920.0,
              "date_to": "2007-06-15",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3567-117-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-14",
              "monto": 229574.0,
              "date_to": "2007-06-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3567-166-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5ebf1aa9-4a7a-409c-b132-ba9876dbedef",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Lonquimay"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 394042.0,
          "date_min": "2007-03-21",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 179928.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4057-5-L107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "40ff8448-4551-4533-935f-b1158de012fc",
            "kind": "institucion_publica",
            "canonical_name": "HOSPITAL DE URGENCIA ASISTENCIA PUBLICA DR ALEJANDRO DEL RIO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 389746.0,
          "date_min": "2007-01-05",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 119000.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4382-35-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-01-05",
              "monto": 100362.0,
              "date_to": "2007-01-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4382-20-OC07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-01-18",
              "monto": 28774.0,
              "date_to": "2007-01-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4382-107-OC07",
              "source_name": "chilecompra"
            }
          ]
        }
      ],
      "rest": {
        "counterparties": 102,
        "count": 156,
        "monto_sum": 14014204.0
      }
    }
  },
  "card_updated_at": "2026-07-21T06:54:19.275522+00:00",
  "insights": {
    "stats": {
      "grado": 315,
      "monto_sum": 82119557.0,
      "grado_pctl": 0.5139257294429708,
      "monto_pctl": 0.1797082228116711,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-01-17",
            "monto": 733635.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4724-2-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-01-19",
            "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=4724-4-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-07-13",
            "monto": 251851.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2073-674-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 211640.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2073-99-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 616500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4724-3-CO07",
            "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=4724-6-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "3a6038ad-405c-4cf4-8a11-253ab3d50f1e",
            "kind": "empresa",
            "name": "Proex Ltda",
            "role": "ancla"
          },
          {
            "id": "5c8bce1a-08ef-4167-8b12-00c0611b37da",
            "kind": "institucion_publica",
            "name": "DIRECCION SERVICIO DE SALUD TALCAHUANO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2584506.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-08-21",
            "monto": 1164902.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2268-568-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 978910.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2268-78-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "3a6038ad-405c-4cf4-8a11-253ab3d50f1e",
            "kind": "empresa",
            "name": "Proex Ltda",
            "role": "ancla"
          },
          {
            "id": "36f473bf-5b2f-495c-b6f8-6f0ddd685f69",
            "kind": "institucion_publica",
            "name": "CENTRAL DE ABASTECIMIENTO DEL SISTEMA NACIONAL DE SERVICIO DE SALUD",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 2143812.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-06-07",
            "monto": 912016.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2069-4675-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-03-20",
            "monto": 143871.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2069-3034-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 766400.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2069-712-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 120900.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2069-353-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "3a6038ad-405c-4cf4-8a11-253ab3d50f1e",
            "kind": "empresa",
            "name": "Proex Ltda",
            "role": "ancla"
          },
          {
            "id": "02bda496-b5fe-469b-b91c-66971ca7b1a1",
            "kind": "institucion_publica",
            "name": "SERVICIO DE SALUD METROPOLITANO SUR HOSP",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1943187.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-01-25",
            "monto": 854658.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3303-9-SE08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 718200.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3303-2-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "3a6038ad-405c-4cf4-8a11-253ab3d50f1e",
            "kind": "empresa",
            "name": "Proex Ltda",
            "role": "ancla"
          },
          {
            "id": "42c7cc84-45b0-4510-bc80-cd0bdd1a31dc",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE TUCAPEL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1572858.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-03-22",
            "monto": 16529.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1833-134-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-10",
            "monto": 451938.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=901-153-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-30",
            "monto": 159150.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1823-428-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-11-25",
            "monto": 364068.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5340-246-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 13890.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1833-32-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 379780.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=901-16-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 133740.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1823-37-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "3a6038ad-405c-4cf4-8a11-253ab3d50f1e",
            "kind": "empresa",
            "name": "Proex Ltda",
            "role": "ancla"
          },
          {
            "id": "e21792b0-9eb6-4db1-bd13-ebb2953a4ccd",
            "kind": "institucion_publica",
            "name": "Servicio Nacional de Menores",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1519095.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-11-21",
            "monto": 800870.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1213-1016-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 673000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1213-379-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "3a6038ad-405c-4cf4-8a11-253ab3d50f1e",
            "kind": "empresa",
            "name": "Proex Ltda",
            "role": "ancla"
          },
          {
            "id": "03f1bdec-e9af-48ef-8230-cd1fe086dc9d",
            "kind": "institucion_publica",
            "name": "Servicio de Salud  Concepción",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1473870.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-05-29",
            "monto": 565280.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2664-292-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-08-23",
            "monto": 209404.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2664-492-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 475026.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2664-90-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 175970.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2664-143-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "3a6038ad-405c-4cf4-8a11-253ab3d50f1e",
            "kind": "empresa",
            "name": "Proex Ltda",
            "role": "ancla"
          },
          {
            "id": "1b211227-1ce1-40a1-aa05-d103b4248298",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE TOME",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1425680.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-12-18",
            "monto": 766360.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2452-1007-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 644000.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2452-217-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "3a6038ad-405c-4cf4-8a11-253ab3d50f1e",
            "kind": "empresa",
            "name": "Proex Ltda",
            "role": "ancla"
          },
          {
            "id": "df0b978e-324d-4ad4-a2c9-4e9289790645",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE SANTIAGO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1410360.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-03-15",
            "monto": 68472.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4189-91-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 57540.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4189-48-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2009-12-22",
            "monto": 1273868.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4189-342-SE09",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "3a6038ad-405c-4cf4-8a11-253ab3d50f1e",
            "kind": "empresa",
            "name": "Proex Ltda",
            "role": "ancla"
          },
          {
            "id": "1b6c653b-bf50-4421-a130-1df23aa9f742",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Lebu",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1399880.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-06-01",
            "monto": 717808.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5012-2579-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 603200.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5012-166-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "3a6038ad-405c-4cf4-8a11-253ab3d50f1e",
            "kind": "empresa",
            "name": "Proex Ltda",
            "role": "ancla"
          },
          {
            "id": "6cf81a9f-6c69-43dc-b3ce-db775170fef3",
            "kind": "institucion_publica",
            "name": "Complejo Asistencial Dr. Victor Ríos Ruíz",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1321008.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-03-31",
            "monto": 36402.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=760-297-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-04-10",
            "monto": 23324.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=904-144-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-05-15",
            "monto": 475333.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1160-396-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-10-12",
            "monto": 23324.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=612-2647-C107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2008-02-26",
            "monto": 139825.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=902-66-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-03-01",
            "monto": 399440.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1160-92-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-03-29",
            "monto": 30590.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=760-50-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 19600.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=904-34-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 117500.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=902-10-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "3a6038ad-405c-4cf4-8a11-253ab3d50f1e",
            "kind": "empresa",
            "name": "Proex Ltda",
            "role": "ancla"
          },
          {
            "id": "47f06eaa-8ff8-415d-984a-5bff26de4c51",
            "kind": "institucion_publica",
            "name": "SERVICIO AGRICOLA Y GANADERO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1265338.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-04-27",
            "monto": 639667.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3630-46-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 537536.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3630-29-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "3a6038ad-405c-4cf4-8a11-253ab3d50f1e",
            "kind": "empresa",
            "name": "Proex Ltda",
            "role": "ancla"
          },
          {
            "id": "aade941b-ddd0-4aa7-87d3-9b54aeed6eb8",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Máfil",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1177203.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 126,
        "monto": 55407980.0,
        "share": 0.6747233183442526
      },
      "periodo": {
        "desde": "2007-01-03",
        "hasta": "2009-12-29"
      },
      "monto_total": 82119557.0,
      "n_contratos": 315,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 30510977.0
        },
        {
          "anio": 2008,
          "monto": 12435462.0
        },
        {
          "anio": 2009,
          "monto": 18241658.0
        }
      ],
      "td_conocidos": 178,
      "n_contrapartes": 129,
      "n_trato_directo": 4,
      "top_contrapartes": [
        {
          "id": "6eea4f44-896e-48d6-9bd8-7a1dd4aebd7b",
          "name": "Ilustre Municipalidad de Cañete",
          "monto": 13740751.0,
          "share": 0.1673261705491178
        },
        {
          "id": "00fb148f-34c9-4ae0-a895-fa9de4a5b120",
          "name": "Ilustre Municipalidad de Arauco",
          "monto": 10386320.0,
          "share": 0.1264780325105748
        },
        {
          "id": "5c8bce1a-08ef-4167-8b12-00c0611b37da",
          "name": "DIRECCION SERVICIO DE SALUD TALCAHUANO",
          "monto": 2584506.0,
          "share": 0.03147247859605477
        }
      ],
      "pct_trato_directo": 0.02247191011235955
    },
    "senales": [
      "4 de sus 178 contratos con dato fueron por trato directo (2%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}