{
  "id": "79982d6c-c853-42af-baea-b299674ef592",
  "kind": "empresa",
  "canonical_name": "ABC Comercial Ltda.",
  "identity_class": "fuerte",
  "organism_code": null,
  "subunit_name": null,
  "identifiers": [
    {
      "id_type": "rut",
      "id_value": "81151500-0"
    }
  ],
  "relationships": {
    "contratos": {
      "total": 199,
      "monto_sum": 16360668.0,
      "groups": [
        {
          "other": {
            "id": "6bf9571d-0958-4804-ba6a-26949057c8d5",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 1848357.0,
          "date_min": "2008-02-13",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 672252.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3436-38-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "NA",
              "monto": 376126.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3436-101-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a3781282-c18e-4b93-b119-4ca0ee83ebd3",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE IQUIQUE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 1067377.0,
          "date_min": "2007-08-08",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 487387.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-1447-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-08",
              "monto": 579990.0,
              "date_to": "2007-08-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1949-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "eb585617-dd5f-461b-8bbc-a732087ea8fc",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Cauquenes"
          },
          "direction": "in",
          "count": 17,
          "monto_sum": 1055174.0,
          "date_min": "2007-04-17",
          "date_max": "2008-05-15",
          "sample": [
            {
              "date": "2007-04-17",
              "monto": 49990.0,
              "date_to": "2007-04-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=434-204-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-14",
              "monto": 79124.0,
              "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=4512-28-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-19",
              "monto": 18890.0,
              "date_to": "2007-04-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=434-212-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-04-20",
              "monto": 43990.0,
              "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=434-219-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-02-22",
              "monto": 39990.0,
              "date_to": "2008-02-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=434-151-R108",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-02",
              "monto": 89980.0,
              "date_to": "2007-05-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=434-282-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-02-12",
              "monto": 79960.0,
              "date_to": "2008-02-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=434-103-R108",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-15",
              "monto": 50000.0,
              "date_to": "2008-05-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3995-251-R108",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-02-19",
              "monto": 52890.0,
              "date_to": "2008-02-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=434-138-R108",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-22",
              "monto": 44990.0,
              "date_to": "2008-04-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=434-337-R108",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4d34c075-ff4a-490d-9997-709bd89218ae",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE PIRQUE"
          },
          "direction": "in",
          "count": 24,
          "monto_sum": 938727.0,
          "date_min": "2007-01-10",
          "date_max": "2008-06-05",
          "sample": [
            {
              "date": "2007-01-10",
              "monto": 29890.0,
              "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=2715-16-CA07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-30",
              "monto": 19979.0,
              "date_to": "2007-11-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2715-972-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-09",
              "monto": 19979.0,
              "date_to": "2008-04-09",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2715-204-R108",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-28",
              "monto": 46989.0,
              "date_to": "2007-12-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2715-1070-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-03",
              "monto": 17980.0,
              "date_to": "2007-05-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2715-231-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-06-05",
              "monto": 44989.0,
              "date_to": "2008-06-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2715-407-R108",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-08",
              "monto": 45889.0,
              "date_to": "2008-05-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2715-305-R108",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-14",
              "monto": 46981.0,
              "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=2715-378-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-15",
              "monto": 57500.0,
              "date_to": "2007-06-15",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2715-393-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-17",
              "monto": 93779.0,
              "date_to": "2007-10-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2715-837-CA07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7300159a-849a-423d-aeaf-58c1b16f4814",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Hijuelas"
          },
          "direction": "in",
          "count": 13,
          "monto_sum": 765398.0,
          "date_min": "2007-01-03",
          "date_max": "2008-05-30",
          "sample": [
            {
              "date": "2007-01-10",
              "monto": 32890.0,
              "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=3776-39-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-01-03",
              "monto": 90929.0,
              "date_to": "2007-01-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3778-1-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-23",
              "monto": 59990.0,
              "date_to": "2008-05-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3776-665-R108",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-07",
              "monto": 21980.0,
              "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=3776-812-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-01-10",
              "monto": 41969.0,
              "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=3776-45-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-01-10",
              "monto": 59889.0,
              "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=3776-47-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-21",
              "monto": 99470.0,
              "date_to": "2008-04-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3778-228-R108",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-18",
              "monto": 79990.0,
              "date_to": "2007-08-18",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3778-505-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-28",
              "monto": 25980.0,
              "date_to": "2007-09-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3776-1668-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-01-08",
              "monto": 69890.0,
              "date_to": "2007-01-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3776-21-R107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b769ad3f-cce1-49b9-b0dd-9426322729bb",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Villa Alegre"
          },
          "direction": "in",
          "count": 13,
          "monto_sum": 539511.0,
          "date_min": "2007-01-18",
          "date_max": "2009-11-13",
          "sample": [
            {
              "date": "2007-01-25",
              "monto": 25977.0,
              "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=1738-72-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-12",
              "monto": 13989.0,
              "date_to": "2008-05-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1738-541-R108",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-31",
              "monto": 19989.0,
              "date_to": "2007-07-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1738-946-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-11-13",
              "monto": 47390.0,
              "date_to": "2009-11-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1738-1335-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-12",
              "monto": 83181.0,
              "date_to": "2007-06-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1738-705-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-29",
              "monto": 19989.0,
              "date_to": "2008-04-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1738-496-R108",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-10-23",
              "monto": 34900.0,
              "date_to": "2007-10-23",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1738-1263-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2009-02-10",
              "monto": 25989.0,
              "date_to": "2009-02-10",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1738-211-SE09",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-08-06",
              "monto": 17990.0,
              "date_to": "2007-08-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1738-963-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-31",
              "monto": 83181.0,
              "date_to": "2007-05-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1738-665-R107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a820c14a-df8a-4f9a-94f0-4f8e02a1ee32",
            "kind": "institucion_publica",
            "canonical_name": "I. MUNICIPALIDAD DE TOCOPILLA"
          },
          "direction": "in",
          "count": 6,
          "monto_sum": 467930.0,
          "date_min": "2007-05-15",
          "date_max": "2008-01-13",
          "sample": [
            {
              "date": "2007-05-15",
              "monto": 149980.0,
              "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=3506-640-C107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-26",
              "monto": 92990.0,
              "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=3506-838-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-29",
              "monto": 59990.0,
              "date_to": "2007-11-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3506-1538-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-31",
              "monto": 44990.0,
              "date_to": "2007-05-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3506-717-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-11-30",
              "monto": 59990.0,
              "date_to": "2007-11-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3506-1544-R107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5fdc4f40-20ee-45a5-822f-b6609e7cc198",
            "kind": "institucion_publica",
            "canonical_name": "UNIVERSIDAD DE CHILE - Gerencia Comercial y Marketing Hospital"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 458207.0,
          "date_min": "2008-04-22",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 209227.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5178-384-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-22",
              "monto": 248980.0,
              "date_to": "2008-04-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5178-656-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "49e11ceb-e296-4220-b612-0d04d1890354",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE BIENESTAR SERVICIO SALUD ACONCAGUA"
          },
          "direction": "in",
          "count": 7,
          "monto_sum": 456725.0,
          "date_min": "2007-03-21",
          "date_max": "2008-10-17",
          "sample": [
            {
              "date": "2007-11-13",
              "monto": 89990.0,
              "date_to": "2007-11-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2200-1347-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-07-07",
              "monto": 89989.0,
              "date_to": "2008-07-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2200-715-R108",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-22",
              "monto": 64989.0,
              "date_to": "2008-04-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2200-436-R108",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-04-11",
              "monto": 69989.0,
              "date_to": "2008-04-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2200-382-R108",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-21",
              "monto": 34889.0,
              "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=2200-301-R107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "58ee1125-af36-409c-94e5-bc1f764dc47a",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE PARRAL"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 453215.0,
          "date_min": "2007-07-11",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 248256.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1754-105-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "cb0a627c-ecda-4827-beb8-7563cdc4e85c",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD DE TALCAHUANO HOSPITAL"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 442285.0,
          "date_min": "2007-07-13",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 197395.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2130-1151-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "391d4f2c-82f3-47f3-9d89-f10c8a180438",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE MONTEPATRIA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 433826.0,
          "date_min": "2007-11-08",
          "date_max": "2007-11-08",
          "sample": [
            {
              "date": "2007-11-08",
              "monto": 433826.0,
              "date_to": "2007-11-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2997-237-D107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "66b345d1-1653-4d53-819c-94b6c4eb5053",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Chillán"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 369910.0,
          "date_min": "2007-08-02",
          "date_max": "2008-06-09",
          "sample": [
            {
              "date": "2008-03-05",
              "monto": 79980.0,
              "date_to": "2008-03-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2471-129-R108",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6a94d161-047e-4787-bc80-059a26cbd5d3",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE SAN FABIAN"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 368049.0,
          "date_min": "2008-02-06",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 168059.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4252-13-CO08",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-02-06",
              "monto": 199990.0,
              "date_to": "2008-02-06",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4252-71-OC08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4e815c0f-cd73-40ba-889b-c27fe5046c2c",
            "kind": "institucion_publica",
            "canonical_name": "DELEGACIÓN PRESIDENCIAL REGIONAL DEL BIOBÍO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 339957.0,
          "date_min": "2007-12-26",
          "date_max": "2008-02-29",
          "sample": [
            {
              "date": "2007-12-26",
              "monto": 99989.0,
              "date_to": "2007-12-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1143-723-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-01-11",
              "monto": 79989.0,
              "date_to": "2008-01-11",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1143-30-R108",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-02-29",
              "monto": 79989.0,
              "date_to": "2008-02-29",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1143-118-R108",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "aac7f227-c38b-4f35-884d-a446ab2af6d2",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TALCAHUANO"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 296948.0,
          "date_min": "2007-04-10",
          "date_max": "2008-05-14",
          "sample": [
            {
              "date": "2008-04-03",
              "monto": 99989.0,
              "date_to": "2008-04-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2358-266-R108",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-05-14",
              "monto": 49990.0,
              "date_to": "2008-05-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2361-691-R108",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7fbee8fa-9375-441d-9980-3797b4158bb5",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE CANELA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 283970.0,
          "date_min": "2007-08-22",
          "date_max": "2007-12-19",
          "sample": []
        },
        {
          "other": {
            "id": "76e7a09b-1003-43b9-af10-756312d4a4b7",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Ovalle"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 276031.0,
          "date_min": "2008-04-28",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 126042.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2711-112-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "62e0ee75-1f59-4d29-8aea-29a816bcfb74",
            "kind": "institucion_publica",
            "canonical_name": "Municipalidad de Corral"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 257609.0,
          "date_min": "2007-09-04",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 117630.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3987-24-CO07",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-04",
              "monto": 139979.0,
              "date_to": "2007-09-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3987-29-OC07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "fa108fa2-c1ac-40c3-8060-484af27b9c68",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Olmue"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 255615.0,
          "date_min": "2007-10-11",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 87957.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3333-281-CO07",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "269d5a13-2c73-490c-bc24-5d234562adad",
            "kind": "institucion_publica",
            "canonical_name": "DELEGACIÓN PRESIDENCIAL PROVINCIAL DE TOCOPILLA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 235990.0,
          "date_min": "2008-01-25",
          "date_max": "2008-01-25",
          "sample": [
            {
              "date": "2008-01-25",
              "monto": 235990.0,
              "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=1994-16-C108",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "2738447a-567f-4543-b7f8-181da5137a19",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE TREHUACO DEPARTAMENTO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 230024.0,
          "date_min": "2008-04-21",
          "date_max": "NA",
          "sample": [
            {
              "date": "NA",
              "monto": 105034.0,
              "date_to": "NA",
              "rel_type": "adjudico_licitacion",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4520-20-CO08",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "0339cc8e-fb4b-4c61-b3f2-a4fd7d2cb69c",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD NUBLE"
          },
          "direction": "in",
          "count": 4,
          "monto_sum": 229776.0,
          "date_min": "2007-07-05",
          "date_max": "2007-12-18",
          "sample": [
            {
              "date": "2007-07-19",
              "monto": 57899.0,
              "date_to": "2007-07-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=604-485-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-07",
              "monto": 11989.0,
              "date_to": "2007-12-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=604-933-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-05",
              "monto": 69899.0,
              "date_to": "2007-07-05",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=604-447-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-12-18",
              "monto": 89989.0,
              "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=604-960-R107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9c2d0ea8-43a4-415b-a4c0-fcf704f9bf8b",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE COLBUN"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 200870.0,
          "date_min": "2007-01-30",
          "date_max": "2007-01-31",
          "sample": [
            {
              "date": "2007-01-30",
              "monto": 92990.0,
              "date_to": "2007-01-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4168-96-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-01-30",
              "monto": 59890.0,
              "date_to": "2007-01-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4168-95-R107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "46a712a6-78b4-43c4-a54c-5fbaf4aaa5a1",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Puerto Saavedra"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 199766.0,
          "date_min": "2007-07-14",
          "date_max": "2007-07-17",
          "sample": [
            {
              "date": "2007-07-17",
              "monto": 89988.0,
              "date_to": "2007-07-17",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3611-292-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-14",
              "monto": 54889.0,
              "date_to": "2007-07-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3611-289-R107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "e8e08bbb-458f-42c4-a03b-457b693f05b2",
            "kind": "institucion_publica",
            "canonical_name": "I. Municipalidad de Coronel"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 191740.0,
          "date_min": "2007-11-14",
          "date_max": "2008-07-07",
          "sample": [
            {
              "date": "2007-11-14",
              "monto": 24990.0,
              "date_to": "2007-11-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2763-1035-R107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "eb789167-4752-4360-883d-1e7031fdd5f8",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO DE SALUD DEL MAULE HOSPITAL DE CAUQUENES"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 179980.0,
          "date_min": "2007-09-25",
          "date_max": "2008-04-14",
          "sample": [
            {
              "date": "2008-04-14",
              "monto": 99990.0,
              "date_to": "2008-04-14",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5597-210-R108",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "29a69507-9726-43e7-a5d5-b76631c8c6cb",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de O'Higgins"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 174930.0,
          "date_min": "2007-12-11",
          "date_max": "2007-12-11",
          "sample": []
        },
        {
          "other": {
            "id": "7497d4e4-ec12-4519-835e-48960d8e3a00",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE LOS ANGELES"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 169948.0,
          "date_min": "2008-01-28",
          "date_max": "2008-04-14",
          "sample": [
            {
              "date": "2008-01-28",
              "monto": 79979.0,
              "date_to": "2008-01-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2409-81-R108",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "abe677f3-b692-4dda-b093-a4b3b25c677b",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Huasco"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 159470.0,
          "date_min": "2007-03-30",
          "date_max": "2007-03-30",
          "sample": []
        },
        {
          "other": {
            "id": "0cca166b-cf84-4fd3-9f2a-ee8fba2b0ade",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE CONCEPCION"
          },
          "direction": "in",
          "count": 5,
          "monto_sum": 142847.0,
          "date_min": "2008-04-25",
          "date_max": "2010-09-15",
          "sample": [
            {
              "date": "2008-04-25",
              "monto": 19890.0,
              "date_to": "2008-04-25",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2420-227-R108",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "72b04d33-b13e-41e0-949c-5b9190d73ebc",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE SAN ANTONIO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 139769.0,
          "date_min": "2008-02-22",
          "date_max": "2008-02-22",
          "sample": [
            {
              "date": "2008-02-22",
              "monto": 139769.0,
              "date_to": "2008-02-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2755-108-G108",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "45cea521-6894-48fe-ae25-1136f7667c41",
            "kind": "institucion_publica",
            "canonical_name": "I.MUNICIPALIDAD DE MARCHIGUE"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 132980.0,
          "date_min": "2007-01-31",
          "date_max": "2008-03-19",
          "sample": [
            {
              "date": "2007-01-31",
              "monto": 32990.0,
              "date_to": "2007-01-31",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3598-59-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2008-03-19",
              "monto": 99990.0,
              "date_to": "2008-03-19",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3598-254-R108",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "b7fef299-3a93-4006-abbc-9e6eb7ea0426",
            "kind": "institucion_publica",
            "canonical_name": "Comisión Nacional de Investigación Científica y Tecnológicas - CONICYT"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 130638.0,
          "date_min": "2007-05-22",
          "date_max": "2007-09-07",
          "sample": [
            {
              "date": "2007-09-07",
              "monto": 34889.0,
              "date_to": "2007-09-07",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-1935-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-05-22",
              "monto": 29970.0,
              "date_to": "2007-05-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2328-702-R107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "4270dda7-6c62-4f84-8d98-52fc183adc7b",
            "kind": "institucion_publica",
            "canonical_name": "CORPORACION DE ASISTENCIA JUDICIAL DE LA REGION DEL BIO BIO"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 106889.0,
          "date_min": "2007-06-27",
          "date_max": "2007-10-08",
          "sample": [
            {
              "date": "2007-10-08",
              "monto": 36989.0,
              "date_to": "2007-10-08",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1715-200-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-06-27",
              "monto": 69900.0,
              "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=437-48-R107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c666d90f-272d-45a9-a00b-c5dc1306e950",
            "kind": "institucion_publica",
            "canonical_name": "Hospital de Constitución"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 105867.0,
          "date_min": "2007-08-16",
          "date_max": "2007-09-03",
          "sample": [
            {
              "date": "2007-09-03",
              "monto": 59989.0,
              "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=1511-604-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-09-03",
              "monto": 12889.0,
              "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=1511-608-R107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c455e69e-089d-43f0-baa4-dc2771fd759f",
            "kind": "institucion_publica",
            "canonical_name": "SUBSECRETARIA DEL MINISTERIO DE EDUCACION PUBLICA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 100000.0,
          "date_min": "2007-11-22",
          "date_max": "2007-11-22",
          "sample": [
            {
              "date": "2007-11-22",
              "monto": 100000.0,
              "date_to": "2007-11-22",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1485-141-R107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "79a630b2-83e6-4b57-a77d-241ddd45660a",
            "kind": "institucion_publica",
            "canonical_name": "Ilustre Municipalidad de Santa Juana"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 99989.0,
          "date_min": "2008-04-03",
          "date_max": "2008-04-03",
          "sample": [
            {
              "date": "2008-04-03",
              "monto": 99989.0,
              "date_to": "2008-04-03",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3955-92-R108",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "9105fd11-1b6c-4b8d-9757-0fd0bbb0ba78",
            "kind": "institucion_publica",
            "canonical_name": "I MUNICIPALIDAD DE PUTAENDO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 99960.0,
          "date_min": "2008-04-09",
          "date_max": "2008-04-09",
          "sample": []
        },
        {
          "other": {
            "id": "8b7eedc9-b842-4238-83ad-fcd8aa53fe54",
            "kind": "institucion_publica",
            "canonical_name": "JUNTA NACIONAL DE AUXILIO ESCOLAR Y BECA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 96989.0,
          "date_min": "2007-12-21",
          "date_max": "2007-12-21",
          "sample": [
            {
              "date": "2007-12-21",
              "monto": 96989.0,
              "date_to": "2007-12-21",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1802-409-R107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "a7f8a564-5ae0-4204-93ba-9dfdb0f99811",
            "kind": "institucion_publica",
            "canonical_name": "ILUSTRE MUNICIPALIDAD DE RANCAGUA"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 94990.0,
          "date_min": "2008-03-04",
          "date_max": "2008-03-04",
          "sample": [
            {
              "date": "2008-03-04",
              "monto": 94990.0,
              "date_to": "2008-03-04",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2401-278-R108",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5e703ca6-93b0-40be-bd36-1beef7aad353",
            "kind": "institucion_publica",
            "canonical_name": "COMANDO DE APOYO A LA FUERZA"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 94888.0,
          "date_min": "2007-07-04",
          "date_max": "2007-11-02",
          "sample": [
            {
              "date": "2007-11-02",
              "monto": 59899.0,
              "date_to": "2007-11-02",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3406-301-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-07-04",
              "monto": 34989.0,
              "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=3406-167-R107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "5eba0fc8-4654-45a4-9cbe-930ca439baae",
            "kind": "institucion_publica",
            "canonical_name": "Servicio de Salud del Reloncaví"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 91790.0,
          "date_min": "2007-11-12",
          "date_max": "2007-11-12",
          "sample": [
            {
              "date": "2007-11-12",
              "monto": 91790.0,
              "date_to": "2007-11-12",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1761-681-R107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "6e9f0442-faf6-413b-af0a-8ca04fcf8baf",
            "kind": "institucion_publica",
            "canonical_name": "SECRETARIA REGIONAL MINISTERIAL DE BIENES NACIONALES XI REGION"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 89990.0,
          "date_min": "2007-07-17",
          "date_max": "2007-07-17",
          "sample": []
        },
        {
          "other": {
            "id": "63059842-cb62-4065-a485-03292c7beeb9",
            "kind": "institucion_publica",
            "canonical_name": "DIVISION LOGISTICA DEL EJERCITO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 87980.0,
          "date_min": "2007-06-27",
          "date_max": "2007-06-27",
          "sample": [
            {
              "date": "2007-06-27",
              "monto": 87980.0,
              "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=3413-764-R107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "7fffe39c-fd09-4b0f-8367-5d80a16720f1",
            "kind": "institucion_publica",
            "canonical_name": "SERVICIO NACIONAL DE LA MUJER Y LA EQUIDAD DE GENERO"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 87920.0,
          "date_min": "2007-03-13",
          "date_max": "2007-03-13",
          "sample": [
            {
              "date": "2007-03-13",
              "monto": 87920.0,
              "date_to": "2007-03-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=628-96-R107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "680a1906-1a89-454b-9fcc-f02d764a58d3",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 87879.0,
          "date_min": "2008-05-14",
          "date_max": "2008-05-14",
          "sample": []
        },
        {
          "other": {
            "id": "e74a60fc-7986-42a5-887f-c36c04b43799",
            "kind": "institucion_publica",
            "canonical_name": "DELEGACIÓN PRESIDENCIAL PROVINCIAL DE SAN FELIPE DE ACONCAGUA"
          },
          "direction": "in",
          "count": 3,
          "monto_sum": 84469.0,
          "date_min": "2007-02-13",
          "date_max": "2008-01-30",
          "sample": [
            {
              "date": "2008-01-30",
              "monto": 24990.0,
              "date_to": "2008-01-30",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2221-9-R108",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-03-28",
              "monto": 48989.0,
              "date_to": "2007-03-28",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2221-64-R107",
              "source_name": "chilecompra"
            },
            {
              "date": "2007-02-13",
              "monto": 10490.0,
              "date_to": "2007-02-13",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2221-28-R107",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "c1351b81-62b1-4a95-bc28-e47661d5cfa6",
            "kind": "institucion_publica",
            "canonical_name": "Ministerio Secretaría General de Gobierno"
          },
          "direction": "in",
          "count": 2,
          "monto_sum": 79979.0,
          "date_min": "2008-03-18",
          "date_max": "2008-03-26",
          "sample": [
            {
              "date": "2008-03-26",
              "monto": 24990.0,
              "date_to": "2008-03-26",
              "rel_type": "recibio_orden_compra",
              "direction": "in",
              "confidence": 1.0,
              "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=876-363-R108",
              "source_name": "chilecompra"
            }
          ]
        },
        {
          "other": {
            "id": "1880769c-fe8a-4dcb-914a-7c5df5194864",
            "kind": "institucion_publica",
            "canonical_name": "DIRECCION GENERAL DE GENDARMERIA DE CHIL"
          },
          "direction": "in",
          "count": 1,
          "monto_sum": 69990.0,
          "date_min": "2007-07-12",
          "date_max": "2007-07-12",
          "sample": []
        }
      ],
      "rest": {
        "counterparties": 24,
        "count": 24,
        "monto_sum": 987550.0
      }
    }
  },
  "card_updated_at": "2026-07-21T10:29:58.186772+00:00",
  "insights": {
    "stats": {
      "grado": 199,
      "monto_sum": 16360668.0,
      "grado_pctl": 0.37594978526593986,
      "monto_pctl": 0.04691113313511728,
      "sector_code": "empresas_privado"
    },
    "cruces": [
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-02-13",
            "monto": 799979.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3436-143-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 672252.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3436-38-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 376126.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3436-101-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "79982d6c-c853-42af-baea-b299674ef592",
            "kind": "empresa",
            "name": "ABC Comercial Ltda.",
            "role": "ancla"
          },
          {
            "id": "6bf9571d-0958-4804-ba6a-26949057c8d5",
            "kind": "institucion_publica",
            "name": "DIVISION LOGISTICA DEL EJERCITO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1848357.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-08-08",
            "monto": 579990.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2404-1949-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 487387.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2404-1447-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "79982d6c-c853-42af-baea-b299674ef592",
            "kind": "empresa",
            "name": "ABC Comercial Ltda.",
            "role": "ancla"
          },
          {
            "id": "a3781282-c18e-4b93-b119-4ca0ee83ebd3",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE IQUIQUE",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 1067377.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-04-22",
            "monto": 248980.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=5178-656-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 209227.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=5178-384-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "79982d6c-c853-42af-baea-b299674ef592",
            "kind": "empresa",
            "name": "ABC Comercial Ltda.",
            "role": "ancla"
          },
          {
            "id": "5fdc4f40-20ee-45a5-822f-b6609e7cc198",
            "kind": "institucion_publica",
            "name": "UNIVERSIDAD DE CHILE - Gerencia Comercial y Marketing Hospital",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 458207.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-07-11",
            "monto": 204959.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=1754-340-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 248256.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=1754-105-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "79982d6c-c853-42af-baea-b299674ef592",
            "kind": "empresa",
            "name": "ABC Comercial Ltda.",
            "role": "ancla"
          },
          {
            "id": "58ee1125-af36-409c-94e5-bc1f764dc47a",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE PARRAL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 453215.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-07-13",
            "monto": 234900.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2130-4890-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-09-21",
            "monto": 9990.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2130-6605-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 197395.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2130-1151-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "79982d6c-c853-42af-baea-b299674ef592",
            "kind": "empresa",
            "name": "ABC Comercial Ltda.",
            "role": "ancla"
          },
          {
            "id": "cb0a627c-ecda-4827-beb8-7563cdc4e85c",
            "kind": "institucion_publica",
            "name": "SERVICIO DE SALUD DE TALCAHUANO HOSPITAL",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 442285.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-02-06",
            "monto": 199990.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4252-71-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 168059.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4252-13-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "79982d6c-c853-42af-baea-b299674ef592",
            "kind": "empresa",
            "name": "ABC Comercial Ltda.",
            "role": "ancla"
          },
          {
            "id": "6a94d161-047e-4787-bc80-059a26cbd5d3",
            "kind": "institucion_publica",
            "name": "ILUSTRE MUNICIPALIDAD DE SAN FABIAN",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 368049.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-04-28",
            "monto": 149989.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=2711-105-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 126042.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=2711-112-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "79982d6c-c853-42af-baea-b299674ef592",
            "kind": "empresa",
            "name": "ABC Comercial Ltda.",
            "role": "ancla"
          },
          {
            "id": "76e7a09b-1003-43b9-af10-756312d4a4b7",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Ovalle",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 276031.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-09-04",
            "monto": 139979.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3987-29-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 117630.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3987-24-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "79982d6c-c853-42af-baea-b299674ef592",
            "kind": "empresa",
            "name": "ABC Comercial Ltda.",
            "role": "ancla"
          },
          {
            "id": "62e0ee75-1f59-4d29-8aea-29a816bcfb74",
            "kind": "institucion_publica",
            "name": "Municipalidad de Corral",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 257609.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2007-10-11",
            "monto": 104668.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3333-358-OC07",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "2007-12-11",
            "monto": 62990.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=3333-452-R107",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 87957.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=3333-281-CO07",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "79982d6c-c853-42af-baea-b299674ef592",
            "kind": "empresa",
            "name": "ABC Comercial Ltda.",
            "role": "ancla"
          },
          {
            "id": "fa108fa2-c1ac-40c3-8060-484af27b9c68",
            "kind": "institucion_publica",
            "name": "Ilustre Municipalidad de Olmue",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 255615.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      },
      {
        "kind": "multiplex",
        "as_of": "2026-07-09",
        "edges": [
          {
            "fecha": "2008-04-21",
            "monto": 124990.0,
            "rel_type": "recibio_orden_compra",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/PurchaseOrder/Modules/PO/DetailsPurchaseOrder.aspx?codigoOC=4520-104-OC08",
            "valid_from": null,
            "source_name": "chilecompra"
          },
          {
            "fecha": "NA",
            "monto": 105034.0,
            "rel_type": "adjudico_licitacion",
            "valid_to": null,
            "direction": "in",
            "confidence": 1.0,
            "source_url": "http://www.mercadopublico.cl/fichaLicitacion.html?idLicitacion=4520-20-CO08",
            "valid_from": null,
            "source_name": "chilecompra"
          }
        ],
        "nodes": [
          {
            "id": "79982d6c-c853-42af-baea-b299674ef592",
            "kind": "empresa",
            "name": "ABC Comercial Ltda.",
            "role": "ancla"
          },
          {
            "id": "2738447a-567f-4543-b7f8-181da5137a19",
            "kind": "institucion_publica",
            "name": "I MUNICIPALIDAD DE TREHUACO DEPARTAMENTO",
            "role": "par"
          }
        ],
        "overlap": {
          "temporal": null,
          "monto_involucrado": 230024.0,
          "coincide_en_periodo": null
        },
        "subtype": "dyad"
      }
    ],
    "metrics": {
      "resto": {
        "n": 71,
        "monto": 12389760.0,
        "share": 0.7572893722921338
      },
      "periodo": {
        "desde": "2007-01-03",
        "hasta": "2010-09-15"
      },
      "monto_total": 16360668.0,
      "n_contratos": 199,
      "serie_anual": [
        {
          "anio": 2007,
          "monto": 8210336.0
        },
        {
          "anio": 2008,
          "monto": 5143641.0
        },
        {
          "anio": 2009,
          "monto": 156347.0
        },
        {
          "anio": 2010,
          "monto": 54979.0
        }
      ],
      "td_conocidos": 187,
      "n_contrapartes": 74,
      "n_trato_directo": 8,
      "top_contrapartes": [
        {
          "id": "6bf9571d-0958-4804-ba6a-26949057c8d5",
          "name": "DIVISION LOGISTICA DEL EJERCITO",
          "monto": 1848357.0,
          "share": 0.11297564378178201
        },
        {
          "id": "a3781282-c18e-4b93-b119-4ca0ee83ebd3",
          "name": "ILUSTRE MUNICIPALIDAD DE IQUIQUE",
          "monto": 1067377.0,
          "share": 0.06524042905827561
        },
        {
          "id": "eb585617-dd5f-461b-8bbc-a732087ea8fc",
          "name": "Ilustre Municipalidad de Cauquenes",
          "monto": 1055174.0,
          "share": 0.06449455486780857
        }
      ],
      "pct_trato_directo": 0.0427807486631016
    },
    "senales": [
      "8 de sus 187 contratos con dato fueron por trato directo (4%)"
    ],
    "built_at": "2026-07-09",
    "editorial": []
  }
}